{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Author:__ Bram Van de Sande\n",
    "\n",
    "__Date:__ 12 JUL 2018\n",
    "\n",
    "__Outline:__ Test the new default for modules_from_adjacencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import os, glob\n",
    "import pickle\n",
    "\n",
    "from pyscenic.utils import modules_from_adjacencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "DATA_FOLDER=\"/Users/bramvandesande/Projects/lcb/resources/zeisel_et_al\"\n",
    "SC_EXP_FNAME = os.path.join(DATA_FOLDER, \"GSE60361_C1-3005-Expression.txt\")\n",
    "ADJACENCIES_FNAME = os.path.join(DATA_FOLDER, \"expression_matrix.net.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "ex_matrix = pd.read_csv(SC_EXP_FNAME, sep='\\t', header=0, index_col=0).T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "adjacencies = pd.read_csv(ADJACENCIES_FNAME)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>TF</th>\n",
       "      <th>target</th>\n",
       "      <th>importance</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Mef2c</td>\n",
       "      <td>Camk2n1</td>\n",
       "      <td>111.135269</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Rpl35</td>\n",
       "      <td>Rpl32</td>\n",
       "      <td>105.410764</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Rpl35</td>\n",
       "      <td>Rpl18a</td>\n",
       "      <td>102.906291</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Dab2</td>\n",
       "      <td>Mrc1</td>\n",
       "      <td>98.421646</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Rpl35</td>\n",
       "      <td>Rps28</td>\n",
       "      <td>94.888795</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      TF   target  importance\n",
       "0  Mef2c  Camk2n1  111.135269\n",
       "1  Rpl35    Rpl32  105.410764\n",
       "2  Rpl35   Rpl18a  102.906291\n",
       "3   Dab2     Mrc1   98.421646\n",
       "4  Rpl35    Rps28   94.888795"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adjacencies.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/bramvandesande/Projects/lcb/pyscenic/src/pyscenic/utils.py:138: RuntimeWarning: invalid value encountered in greater\n",
      "  regulations = (rhos > rho_threshold).astype(int) - (rhos < -rho_threshold).astype(int)\n",
      "/Users/bramvandesande/Projects/lcb/pyscenic/src/pyscenic/utils.py:138: RuntimeWarning: invalid value encountered in less\n",
      "  regulations = (rhos > rho_threshold).astype(int) - (rhos < -rho_threshold).astype(int)\n"
     ]
    }
   ],
   "source": [
    "modules = list(modules_from_adjacencies(adjacencies, ex_matrix))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5519"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(modules)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Regulon(name='Regulon for Arnt2', gene2weight=<frozendict {'Prkar1b': 25.291949832711, 'Rnf11': 20.483616515349947, 'Syt1': 19.567548643079316, 'Synj1': 18.290903120233594, 'Necab1': 17.17598808044636, 'Cpne5': 16.485200756170695, 'Pgbd5': 16.322568569674278, 'Bsn': 16.028791716817736, 'Atp1b1': 15.605492808705653, 'Fgf12': 15.233420630355608, 'Neto2': 15.204249545496836, 'Slc6a17': 15.08837092242312, 'Ywhag': 14.115290447850976, 'Cds2': 13.90660418556693, 'Itfg1': 13.697727206478861, 'Gnl3l': 13.559070923782395, 'Nr2f1': 13.430921099849636, '6430548M08Rik': 13.283242494889958, 'Col14a1': 13.227462907073555, 'Grip1': 13.198881786345408, 'Gng3': 13.179355381022887, 'Agtpbp1': 13.034758492841599, 'Mypop': 13.004499209888756, 'Madd': 12.95043692084116, 'Rtn3': 12.803077407481576, 'Hecw1': 12.741482492035365, 'Snx16': 12.578764984330588, 'Dos': 12.564901072232493, 'Atxn7l3b': 12.549971015343326, 'Pitpnc1': 12.53885905948412, 'Ppp2r2b': 12.454184690343668, 'Usp32': 12.343154186579671, 'Spock1': 12.15876576179424, 'Zdhhc21': 12.135574824265618, 'Polr2m': 12.116537546109749, 'Vwc2': 12.037655168403425, 'Dpysl2': 11.810541445462821, 'Kcnc4': 11.491820969751506, 'Pafah1b1': 11.484709814131438, 'Gabra1': 11.456187542379165, 'Tmx4': 11.4124378714579, 'Oxr1': 11.352700390600814, 'Akap11': 11.348945901365573, 'App': 11.331971315317938, 'Rab6b': 11.326997689756404, 'Syne1_loc2': 11.313757267455285, 'Ptprn': 11.262402637739065, 'Vamp2': 11.175697578913503, 'Syt4': 11.139552577308486, 'Gria4': 11.003947990688076, 'Gnai1': 10.995601015527832, 'Mtch1': 10.949676176676777, 'Pgs1': 10.906739190322693, 'Ndrg4': 10.889096738996274, 'Elmod1': 10.873985706728313, '2310044G17Rik': 10.83900856561511, 'Vapa': 10.812519355941644, 'Ube2e1': 10.802092659088855, 'Slitrk4': 10.742505103812935, 'Rnft2': 10.707522695740481, 'Cacnb4': 10.644828125970813, 'Stxbp1': 10.386792217828829, 'Stox2': 10.349247061453946, 'Atp6v1b2': 10.317676455389293, 'Syt13': 10.24079950106458, '1500011B03Rik': 10.18540840543159, 'Prkar2b': 10.183963069498967, 'Arl5a': 10.145761497768817, 'Slc2a3': 10.091137389995124, 'Msantd4': 10.064056926631254, 'Ahcyl1': 10.057684749676405, 'Kat7': 9.99579672065027, 'Hdac11': 9.92929695110424, 'Rprd1a': 9.920462710017649, 'Atp6v0c-ps2': 9.914229666316995, 'Tmem30a': 9.84526174848941, 'Kcmf1': 9.766905819974587, 'Hnrnpd': 9.738078936683873, 'Dync1li2': 9.704003692885546, '2610002M06Rik': 9.68528673590342, 'Cxx1b': 9.665666049263779, 'Mapk8': 9.645727725243594, 'LOC101669761': 9.633486152602524, 'Fam168b': 9.632269185382484, 'Cant1': 9.620052659843065, 'Dlat': 9.60045297854376, 'Bex1': 9.566069030417443, 'Ddx25': 9.563966115955123, 'Tmem56': 9.532355987860774, 'Wdfy3': 9.510469952725595, 'Vldlr': 9.494096117437168, 'Scamp5': 9.423975789045603, 'Vsnl1': 9.413955390663368, 'Tom1l2': 9.381668618792824, 'Celf4': 9.368309097847836, 'Entpd4_loc1': 9.335114910811283, 'Negr1': 9.332569116673877, 'Pou6f1': 9.28416865432797, 'Syn1': 9.247628113781047, 'Gabrb2': 9.217067601020744, 'Adnp': 9.130488302166828, 'Mfn2': 9.085386660225376, 'Arfgef1': 9.063476548080155, 'Zfp62': 9.05438985912066, 'Lancl2': 9.048414920343953, 'Ei24': 9.0470215001385, 'Whsc1': 9.029935121258355, 'Fam102b': 9.004581572862175, 'Tbc1d24': 9.002345132767054, 'Vgf': 8.995205762994246, 'Trim32': 8.988335350262393, 'Klc1': 8.988297196697548, 'Atf2': 8.936597005674138, 'Dcx': 8.931016199190493, 'Rps4x': 8.739546413310324, 'Ank2': 8.698071385927314, 'Yaf2': 8.617996590932421, 'Srp68': 8.599673836208266, 'Hdac9': 8.583636057795347, 'Gdap10': 8.58117265117171, 'Tspyl3': 8.556437710044833, 'Cadps2': 8.545671458200854, 'Ak1': 8.49043571502846, 'Cltc': 8.484910099548474, 'Myo5a': 8.47896852028059, 'Asph': 8.457334136130426, 'Pitpna': 8.416658063602409, 'Ipo4': 8.412609114034648, 'Purb': 8.40786935707551, 'Ipo8': 8.328587532807521, 'Kcna2': 8.320568011716729, 'Gpr158': 8.314513570819189, 'Entpd4_loc2': 8.314327380637794, 'Wdr6': 8.308053309843084, 'Ptpn5': 8.306366483471038, 'Slc25a46': 8.287962075192869, 'Lnp': 8.277828214663355, 'Dnajc7': 8.203614843891343, 'Nudt11': 8.172094093707086, 'Atp6v1a': 8.141323608494456, 'Iscu': 8.115868326252931, 'Pqlc2': 8.077415921474572, 'Tbc1d9': 8.07291402012214, 'Anp32e': 8.048133047861496, 'Sestd1': 8.047664864421503, 'Isca1': 8.045676554806294, 'Scn2a1': 8.031507938580768, 'Faxc': 8.013557204148286, 'Kcnb1': 8.00972984418173, 'Zfp770': 7.997701028937538, 'Atg4c': 7.9790878011212465, 'Reps2': 7.9609216037964154, 'Ddx17': 7.950486216508048, 'Stau2': 7.918214811434527, 'Ube2b': 7.912034266099745, 'Epb4.1l1': 7.885212044277879, 'Fem1b': 7.879837528393158, 'Syngr1': 7.856328777520325, 'Pan2': 7.835693836696046, 'Ncam1': 7.8332899303960595, 'Actr1b': 7.712302840926772, 'Ccnd1': 7.710980489826111, 'Slc32a1': 7.67514281454075, 'Srsf1': 7.668619058090919, 'Ankrd13d': 7.661977120631541, 'Msl2': 7.659916478571022, 'Chmp4b': 7.638206571079701, 'Tmem132b': 7.6300718116633455, 'Phyhipl': 7.618527128940524, 'Zmat3': 7.6171313001056635, 'Rab3a': 7.613590399160856, 'Reep5': 7.5802625185144565, 'Azi2': 7.534912176076395, 'Cd200': 7.530237698420245, 'Tspan3': 7.520457075404629, 'Pten': 7.511432195516558, 'Ehbp1': 7.470178271217143, 'Marcksl1': 7.44933744907423, 'Pnma2': 7.445876945274207, 'Sgtb': 7.438054642316697, 'Nol4': 7.400206485469191, 'Ube2j1': 7.394216497370951, 'Hdac6': 7.3641462084347, 'Ddx19b': 7.333565306450003, 'Glrb': 7.296651290935857, 'Stk32c': 7.291440951605053, 'Kcnq5': 7.279720619192482, 'Npcd': 7.2761375179280305, 'Pdp1': 7.2609596414390625, 'Nus1': 7.259122360585255, 'Cmtm4': 7.235149610326982, 'Arhgef7': 7.223934350449741, 'Calb1': 7.223173606330312, 'Olfm2': 7.1943340468077235, 'Atl2': 7.193332292532122, 'Ubr3': 7.185542771569219, 'Cadps': 7.15840134013679, 'Atp11b': 7.155464455563313, 'AI854703': 7.140758696412131, 'C2cd2l': 7.132338785887461, 'Ppm1b': 7.095425267263018, 'Robo2': 7.0866905238365785, 'Arl2bp': 7.081840627185283, 'Ppp1r2': 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5.716819716008563, 'Cep170b': 5.712342974949883, 'Gm15800': 5.688327902685597, 'Uqcrfs1': 5.671803376651336, 'Prickle2': 5.669433556358662, 'Adap1': 5.666100426406884, 'Smpd1': 5.65625215556958, 'Tmem38a': 5.644046564182303, 'Maneal': 5.643814256966435, 'Abhd17a': 5.640005920216424, 'Ubash3b': 5.625940247260523, 'Tsen34': 5.621055850839176, 'Ids': 5.608362600240693, 'Pex5': 5.606114327295481, 'Pik3ip1': 5.605094308305776, 'Iqsec1': 5.59760268106825, 'Akap7': 5.5925362875387306, 'Eya2': 5.584988242545748, 'Asxl1': 5.565227778718605, 'Cspg5': 5.564672377766259, 'Mcu': 5.552774347527111, 'Pde4d': 5.520206749059397, 'Col19a1': 5.507760851977506, 'Fam131b': 5.506370672353885, 'Cdyl2': 5.503749039413202, 'Zbtb8a': 5.501312194812342, 'Abi2': 5.500983547337141, 'Ptprk': 5.496692475229648, 'Rab11fip5': 5.480844226105125, 'Zfpl1': 5.4741579553623705, 'Gm2115': 5.4658463906769255, 'Ubfd1': 5.453895031307845, 'Srcin1': 5.443517498573854, 'Hecw2': 5.4404260284682575, 'Ppp1r12c': 5.4389003013363375, 'Celf6': 5.436538071669087, 'Ptprf': 5.4339636170601535, 'Gtf2ird2': 5.425459007634243, '1110065P20Rik': 5.425142216010232, 'Hnrnpab': 5.417241750164321, 'Rpl4': 5.4064045084899295, 'Habp4': 5.4026155481649925, 'Snx7': 5.39023082765315, 'Zfp354a': 5.388535702134594, 'Cep120': 5.384821627444998, 'Ikbkap': 5.377198125319114, 'Kcnma1': 5.376679451368811, 'Vwa8': 5.339381875556467, 'Ubap2l': 5.334846684999966, 'Trpc4ap': 5.320215193332238, 'Rhof': 5.3024517233958965, 'Clcn3': 5.29822386508063, 'Lingo2': 5.297675130854065, 'Nap1l5': 5.295015338817155, 'Peg3': 5.291108048568674, 'Gfer': 5.276663511131182, 'Srm': 5.2728524985827026, 'Rtn1': 5.269915681141553, 'Slx4': 5.267095378666973, 'Mtor': 5.2416622011865055, 'Tmem130': 5.2403035652233285, 'Slc45a4': 5.238611342390983, 'Gabarapl1': 5.224055296532591, 'Arhgef4': 5.217710145302792, 'Pcyt1b': 5.2163853897422365, 'Cdipt': 5.21298776032095, 'Rps6ka6': 5.211816611789377, 'Tardbp': 5.209127009533362, 'Atg13': 5.195993711550634, 'Usp29': 5.1939237949941655, 'D10Bwg1379e': 5.192361951461307, 'Sgta': 5.190986815739171, 'Lrrc3b': 5.185776955482791, 'Syngr3': 5.182221168118046, 'Gtdc1': 5.175761317985901, 'Neto1': 5.166244233963738, 'Wbp2': 5.1662031690165655, 'Pitpnm2': 5.148393024562862, 'Dbndd1': 5.147629710329039, 'Atp9a': 5.133116443207012, 'Klhdc8b': 5.1328717238281785, 'Cacybp': 5.105469675161164, 'Nrxn3': 5.0853764935633965, 'Srpk2': 5.083607568376812, 'Letm1': 5.0819602085166995, 'Rab15': 5.062254537612977, 'Vezt': 5.059582289903714, 'Alg2': 5.059367530614704, 'Gm10767': 5.030188183539848, 'Map3k9': 5.0272858564139105, 'Npy1r': 5.024193699087881, 'Pcdhb16': 5.0153644071924575, 'Asic1': 5.008247393894485, 'Rad51c': 5.006244533957915, 'Svop': 4.999293691071106, 'Ip6k1': 4.9905075260739205, 'Gnb1': 4.989589719646896, 'Bloc1s6': 4.966286012879553, 'Dnajc27': 4.958292301448309, 'Marcks': 4.9457283064748845, 'Gmcl1': 4.945660536603432, 'Nln': 4.943022458024622, 'Ireb2': 4.941782654704661, 'Mpdu1': 4.937152849919785, 'Pink1': 4.936616527489597, 'Pacsin1': 4.935658461430557, 'Arpp21': 4.924992273067394, 'Abca5': 4.921387657834694, 'Camk2g': 4.920795124478492, 'Ppme1': 4.920135597769307, 'Lpgat1': 4.915006348364794, 'Repin1': 4.899219959925659, 'Elavl2': 4.89640813307754, 'Necab2': 4.891127388762143, 'Gng4': 4.885601175651005, 'Ogt': 4.868456142434769, 'Ranbp3': 4.8634731912900815, 'Ndfip2': 4.857232305893036, 'Hdac3': 4.831784443802508, 'Gm12360': 4.827545500093159, 'Atg2b': 4.826436830299731, 'Impact': 4.8261591916475615, 'Dnajb2': 4.813267757256, 'Necap1': 4.796469906083646, 'Pfn2': 4.794625824888782, 'Trak2': 4.793065066157298, 'Fbxl17': 4.7836811989614105, 'Dcaf5': 4.781473415870899, 'Mecp2': 4.776639239602103, 'Fam185a': 4.765538514933999, 'Gng2': 4.759433172868811, 'Pla2g12a': 4.75048608498725, 'Tsfm': 4.742954244086564, 'Rragc': 4.737238744824408, 'Creld1': 4.733422639617584, 'Fam49b': 4.7308861727599645, 'Htr5a': 4.724196641445475, 'Rnf217': 4.708407959373703, 'Bdh1': 4.700736495525793, 'Syt6': 4.6979832962440256, 'Fam117b': 4.6972233338235565, 'Fkbp5': 4.691918156070499, 'Magi3': 4.673457026644716, 'Frat1': 4.668677915696214, 'Inpp5e': 4.664361268453732, 'Tbpl1': 4.662798925809173, 'Nr1h2': 4.655461043207005, 'Phtf2': 4.6553087012443495, 'Pknox2': 4.649720434810319, 'Raf1': 4.628343697285893, 'Tmx3': 4.624466321777441, 'Gltscr1l': 4.611211302573267, 'Cbx5': 4.609103770104035, 'Usp11': 4.607199603943939, 'Mgat5b': 4.603873285939163, 'Caprin1': 4.601913263917899, 'Ank1': 4.594199920114488, 'BC030336': 4.592940834374487, 'Slc2a8': 4.590576262740009, 'Cbx4': 4.5733651524652785, 'Tmed7': 4.572113526819882, '2610507B11Rik': 4.566281747351631, 'Trim66': 4.562036202148628, 'Chchd4': 4.560710643177644, 'Mzt1': 4.557751353233483, 'Fam3c': 4.549768344719473, 'G6pc3': 4.535933816984224, 'Cggbp1': 4.531990915458426, 'Ildr2': 4.531852348206597, 'Ppia': 4.531076939195, 'Ulk1': 4.518753229052612, 'Nup153': 4.5049793351706375, 'Syne1_loc1': 4.481386371419401, 'Fam20b': 4.480979990127767, 'Gak': 4.479634608861646, '2610100L16Rik': 4.475885938241403, 'Pigq': 4.472874831552586, 'Eno2': 4.472385336233616, 'Mapk1': 4.46641188504317, 'Gfod1': 4.4632409263535635, 'Etnk1': 4.457434525815839, 'Csnk1g3': 4.457348133066191, 'Spats2l': 4.455123395004698, 'Atxn1': 4.453594407442479, 'Hras1': 4.450510312222644, 'Socs5': 4.442297444193337, 'Opa1': 4.437213652272269, 'D15Ertd621e': 4.4305764521402935, 'Tomm20': 4.428679039726062, 'Ube2o': 4.4174232733087315, 'Fam195b': 4.400027297453902, 'Erlec1': 4.392825985739651, 'Ncoa7': 4.3811494729409715, 'Csk': 4.379806850446576, 'Serpine2': 4.374915237808035, 'Klhl9': 4.3557187476571695, 'Wnt7a': 4.348847921252093, 'Snx21': 4.343703959463419, 'Cdk14': 4.33801354795542, 'Aak1': 4.33221050242254, 'Aggf1': 4.295973884601419, '6330403K07Rik': 4.287946092266147, 'Fam84a': 4.286222990860029, 'Prrc2c': 4.2860824954308265, 'Pogz': 4.284040541127156, 'Klhdc2': 4.283340204502911, 'Snx25': 4.281755031064955, 'Rasal2': 4.268219679910654, 'Lasp1': 4.26547896658548, 'Map3k4': 4.2618692645671725, 'Kcnd3': 4.259402960566349, 'Itga3': 4.2592724113554885, '5730409E04Rik': 4.25827655780564, 'Avl9': 4.257737152782067, 'Eif4h': 4.253255292797555, 'Sorl1': 4.251143163063232, 'Kif1b': 4.246394824702931, 'Dzank1': 4.225532626449096, 'Rapgef2': 4.225099926938168, 'Glyr1': 4.224825614775543, 'Syt11': 4.214847090658171, 'Fam63b': 4.213202278924545, 'Arvcf': 4.203515746910163, 'Rundc3b': 4.20034303201198, 'Ppm1e': 4.199784367392007, 'Ulk2': 4.1965089472952934, 'Lingo1': 4.194072154818693, 'Aldh18a1': 4.186163506039252, 'Btbd2': 4.165228835654745, 'Gnb4': 4.158456277441793, 'Sdc3': 4.143987122534159, 'Trim3': 4.1416862149054285, 'Brsk2': 4.138846037621287, 'Piezo1': 4.135187007999264, 'Dynll2': 4.119413126641492, 'Rab39b': 4.117365498183704, 'Gpr176': 4.1171645920709965, 'Tbc1d10b': 4.11691439332574, 'Ptprn2': 4.114856980990882, 'Msantd3': 4.111996654223528, '2610203C20Rik': 4.110923503136169, 'Atp5l': 4.110398478708864, 'Dhx32': 4.108431426311375, 'Map2k7': 4.1024145636849285, 'Chsy3': 4.099139827118346, 'Pfdn4': 4.09672041929164, 'C1qtnf1': 4.096257428127493, 'Dido1': 4.093706692200763, 'Tollip': 4.0865799449251465, 'Sel1l3': 4.0836888771005295, 'Edil3': 4.0815792365793815, 'Cul9': 4.07783994400798, 'Tmem135': 4.075347933058829, 'Gm20300': 4.069154609711388, 'Nop14': 4.067303674893745, 'Elfn1': 4.059784144209044, 'Fbxo11': 4.05878611601641, 'Rplp1': 4.0568602683101815, 'Armcx4': 4.054822060615437, 'Arhgap20': 4.053665612072448, 'Rab11a': 4.05146069945829, 'Pim2': 4.048938601134344, 'Cry2': 4.047334157582317, 'Mroh1': 4.040729535689799, 'Zdhhc2': 4.03241077156907, 'Arx': 4.0269756916724155, 'Pvrl3': 4.025205810881675, 'Uba6': 4.02080336671145, 'Arl8a': 4.018787141484691, 'Zfp365': 4.015784545802155, 'Brinp3': 4.012695033267402, 'Sult4a1': 4.012631708185523, 'Chrna4': 4.007659668511728, 'Ndnf': 4.005387789472927, 'Gas7': 3.982811399811693, 'Bcl2l2': 3.9761789672291497, 'Zdhhc3': 3.9748292764552255, 'Fam171b': 3.966013097728641, 'B4galt5': 3.9630273781621312, 'Papd5': 3.962915842147449, 'Tulp4': 3.9546814039102, 'Ubap2': 3.9546117051694196, 'Usp31': 3.9525379002752734, 'Nup133': 3.9521906637083966, 'Naglu': 3.948431734766118, 'Fam169a': 3.9435797215828168, 'Nploc4': 3.9432230992593937, 'Ppip5k1': 3.9424852248625633, 'Ralyl': 3.935863345144917, 'Cacna2d3': 3.934776032256426, 'Phf17': 3.9339848037225456, 'Ebag9': 3.9300369730031712, 'Uri1': 3.9269622945453695, 'Zfp385a': 3.9186396003795485, 'Naca': 3.9179875595367872, 'Msh3': 3.9152539531240897, 'Dcaf12l1': 3.892877910944821, 'Tubgcp2': 3.8922846599063536, 'Aebp2': 3.8896376990025328, 'Rab14': 3.884544452453372, 'Disp2': 3.880644819348408, 'Cadm1': 3.876001298694125, 'Efnb2': 3.8745044465346337, 'Ankrd29': 3.8730658436121184, 'Trak1': 3.8683107102661114, 'Lrrtm4': 3.8656211870242543, 'Slc36a1': 3.860289394878093, 'A830018L16Rik': 3.8363829727592615, 'Cyb5b': 3.8353819987338023, 'Ncoa5': 3.835006963135201, 'Ythdf1': 3.8323762400816728, 'Slc35e3': 3.831462243701168, 'Selt': 3.8292627260193863, 'Gabrg2': 3.8243898024805367, 'Ssr3': 3.823037659028029, 'Ubl5': 3.8179288132089986, 'Kazn': 3.803267231155058, 'Slc37a3': 3.7956289927627687, 'Mark1': 3.7913032221886938, 'Cit': 3.78879638071416, '9330151L19Rik': 3.7796917894799353, 'Nmnat2': 3.7789367553584134, 'Kcnc2': 3.7788539981700255, 'Dlc1': 3.777126128578969, 'Ero1l': 3.7659336225516515, 'Ttyh3': 3.7537686115555897, 'Rnf44': 3.7400216244477305, 'Gfpt1': 3.739544359758367, 'Mef2c': 3.7384875326171314, 'L1cam': 3.7383662112347658, 'Mettl9': 3.737978178983817, 'Rab12': 3.724981983087429, 'Serinc1': 3.72048879380742, 'Cacna2d1': 3.717008666421538, 'Cacna1g': 3.7097059828509886, 'Il13ra1': 3.7096291097735454, 'Taf15': 3.704199138859289, 'Gfra4': 3.700394374919377, 'Rnf165': 3.68990003129263, 'Snap91': 3.6793004388233235, 'Atp6v0d1': 3.6776972721534578, 'Pip4k2b': 3.6771103051175, 'B3gat2': 3.667310524545553, 'Moap1': 3.661582023146469, 'B3galnt1': 3.650704842499587, 'Slc35e1': 3.6470078334701985, 'Gm8234': 3.6456120448786655, 'Plxnc1': 3.6424116837583305, 'Rbfox2': 3.6376878012154132, 'Dnm1l': 3.6327381176149744, 'Eif2s3x': 3.6324381089934494, 'Ddb1': 3.6251528298623437, 'Rdh13': 3.617609852843947, 'C130036L24Rik': 3.6166419586471434, 'Magee1': 3.6130815672589143, 'Mrps12': 3.6081196779592553, 'Rabgef1': 3.5991281626591096, 'Gsk3a': 3.5990692746024067, 'Nol3': 3.5982038593973367, 'Adcyap1r1': 3.5921414151134243, 'Dvl1': 3.5900702905595048, 'Sox6': 3.5863393646766735, 'Nat8l': 3.580096720183453, 'Basp1': 3.5735921616484965, 'BC005764': 3.5734874242326833, 'Csnk1e': 3.5725933458835852, 'Pcnx': 3.572272089805121, 'Sfrp1': 3.5716783008659365, 'Ldoc1l': 3.5694640056914353, 'Hnrnph2': 3.5668376940672437, 'Nbea': 3.56263867445409, 'Mtpap': 3.5592085949893995, 'Cnih3': 3.5568733626766234, 'Prr24': 3.550942793740379, 'Grm2': 3.548303147219136, 'Rad51d': 3.547642190511288, 'Larp4': 3.5464918210469523, 'Tspan7': 3.5435348223632284, 'Fam216a': 3.541888308346788, 'Tspan13': 3.537493229793937, 'Kcnh1': 3.528885639892786, 'Shc2': 3.5241760242939244, 'Herc3': 3.5216051102939554, 'Cand1': 3.505481986608672, 'Igip': 3.5028785908828235, 'Gprasp2': 3.5019593299288485, 'Ankrd50': 3.499308065757357, 'Papd7': 3.4957156364890625, 'Gnl1': 3.4950959908867336, 'Abhd8': 3.487498021494914, 'Prss23': 3.485637914308675, 'Clstn3': 3.457277986488429, 'Ttbk2': 3.4558820443418448, 'Kcnip1': 3.454253214331896, 'Dnmt1': 3.452128591274513, 'Npas3': 3.44297280452519, 'Sms': 3.441426342083028, 'Flrt1': 3.4405567999943014, 'Gm16894': 3.440118141968743, 'Lhfpl4': 3.4378830143902293, 'Anp32a': 3.4371340283239524, 'Stambp': 3.4346261935462463, 'Cenpv': 3.43072829901052, 'Apc2': 3.4294706576991443, 'Lrrc14': 3.4207260148302407, 'Fbxl16': 3.4184680251748047, 'Ewsr1': 3.413014070940517, 'Usp7': 3.412204146856768, 'Traf3ip1': 3.407499580263579, 'Kcnip4': 3.4029569022074675, 'Glt25d1': 3.399787174626874, 'Tmem246': 3.390520855261572, 'Sorbs2': 3.38568271604251, 'Lyrm9': 3.3840999117494306, 'Pcnxl4': 3.380062971541194, 'Nanos1': 3.3793706057516006, 'Pdzrn3': 3.3789935167419376, 'Nenf': 3.37854104127055, 'Irgq': 3.376223530898056, 'Psma3': 3.3664347135187067, 'Lbh': 3.3647875472870066, 'Raph1': 3.3570057726147096, 'Mtrf1l': 3.3539450123511982, 'Etf1': 3.348942955164174, 'Eif5': 3.340468030535287, 'Gopc': 3.33421490899971, 'Dcaf7': 3.3300152575856843, 'Dhrsx': 3.3229874456536095, 'Fancm': 3.319662469158613, 'Mapt': 3.319038488441207, 'Slc25a27': 3.309930131039482, 'Rragd': 3.3086708079125806, '4931428F04Rik': 3.308326221352189, 'Mapk8ip3': 3.30731066636321, 'Unc119': 3.3033328098689565, 'Katnal1': 3.2989255821860564, 'Rnf157': 3.2812205782347537, 'Tbc1d22a': 3.2801835185365484, 'Pak3': 3.2789256935233317, 'Smarcal1': 3.274226361610632, 'Prpf4b': 3.2740629369674283, 'Zbtb45': 3.2714654599265933, 'Mtus2': 3.268043851896397, 'Klhdc10': 3.2656307131210545, 'Taz': 3.2649134455619677, 'Dmwd': 3.2638544920254113, 'Pum2': 3.262701374803784, 'Dusp26': 3.261190521710822, 'Fbxl15': 3.2557793231661485, 'Slbp': 3.243172031883116, 'Rab1': 3.241785763770645, 'Sez6l2': 3.2382723893498158, 'Atp13a2': 3.2367860067026264, 'Cntnap4': 3.2304570747220938, 'Pnpla8': 3.2297255397636877, 'Tcea2': 3.227750963335264, 'Xylb': 3.2275047502314664, 'Atp8b2': 3.2260592631433864, 'Cxcl14': 3.2230947434739488, 'Btbd1': 3.2229001740910483, 'Zc3h14': 3.222547284565948, 'Elp3': 3.2156955174460333, 'Plekhm3': 3.2155247572263077, 'Dleu7': 3.2153248845359617, 'Golga7': 3.2152274812545123, 'Scn2b': 3.211075935698663, 'Tusc2': 3.2059070433598, 'Ggnbp2': 3.2021276118613833, 'Def8': 3.1916129269435958, 'Col25a1': 3.1885900419096864, 'Gtpbp6': 3.1837388818030994, 'Sec23b': 3.1832579659905216, 'Sec23a': 3.18280320523636, 'Adam22': 3.1827660197650416, 'Pnck': 3.1727028262193726, 'Sec24a': 3.1716671214236003, 'Fktn': 3.1688885538184604, 'Cxx1a': 3.1594833268421043, 'Nxpe3': 3.1515014394870113, 'Lgi1': 3.144424863234501, 'Trp53bp1': 3.1385426938611682, 'Lmo1': 3.1376754595371072, 'Thap4': 3.1349440861415823, 'Glce': 3.133173987058586, 'Cpeb1': 3.13280585081498, 'Sfxn3': 3.1305361497832687, 'Camk1g': 3.129789361797381, 'Csnk1d': 3.1208263066646955, 'Sv2a': 3.1196885501256038, 'Rnf41': 3.1163285634295184, 'Ankrd6': 3.115606457483597, 'Tle3': 3.114334399038423, 'Ube2m': 3.1130827644185173, 'Vat1l': 3.1124804710659815, 'Usp14': 3.1107915654357807, 'Pcdh11x': 3.1096314323009753, 'Crk': 3.105575641348016, 'Emc10': 3.0980577159460414, 'Sgsm1': 3.0965032150660763, 'Jak1': 3.091518009482895, '9930021J03Rik': 3.078186788380157, 'Slc35f4': 3.0781481218763327, 'Lrrc41': 3.0781426560587346, 'Fbxl14': 3.0739068029389074, 'Msi2': 3.0736619051189056, 'Dennd5a': 3.0731577333627746, 'Rps25': 3.0728068812165468, 'Gdap1l1': 3.0710506491922116, 'Fgf1': 3.0699256248475315, 'Nlgn2': 3.06785407911862, 'Ankrd34a': 3.0633479405900617, 'Hs6st2': 3.0624605959437003, 'Ncstn': 3.062204504171895, 'Snf8': 3.0601991243072213, 'D430041D05Rik': 3.0571538388502093, 'Slc39a13': 3.0365660765507045, 'Arpc5': 3.03600237747463, 'Pias2': 3.0356101611572432, 'Pank1': 3.0271005343609008, 'Vopp1': 3.0239531169956275, 'Got1': 3.0191380225620437, 'Gfra2': 3.018030318278221, 'Zmynd11': 3.014677040218543, 'Gnal': 3.011454449439757, 'Glg1': 3.0089062195046212, 'Dpf2': 3.005458797468476, 'Smap2': 3.0046231902108533, 'Extl3': 3.003448002510672, 'Kcna6': 3.003331192238422, 'Ube2q2': 3.0031033844293167, 'Atg12': 3.0021014866284035, 'Scnm1': 3.0012089994536453, 'Fam126b': 2.999439044007329, 'Max': 2.9956207690337093, 'Fam19a2': 2.9925129950146, 'Ppif': 2.9904612740295042, 'Mgea5': 2.9886968087822616, 'Slc7a14': 2.9870200762309778, 'Zfp655': 2.986090317880183, 'Chmp2b': 2.9827579169775724, 'Prkci': 2.982145491039624, '2410016O06Rik': 2.978705499681558, 'Ptpmt1': 2.974075395072457, 'Polr3h': 2.9711670413001023, 'Nrsn1': 2.970056436218794, 'Deaf1': 2.9613106922744303, 'Ubl3': 2.9603181366400184, 'Rps5': 2.9597607915482698, 'Nalcn': 2.9596967814378563, 'Mpp3': 2.9531469031877102, 'Smap1': 2.9525110262272967, 'Camta1': 2.9448731967292225, 'Rab3b': 2.936881315305813, 'Snx1': 2.9358983625100183, 'Atcay': 2.9340817866693096, 'Sptb': 2.9292119902426434, 'Lrtm2': 2.9288894377075323, 'Lrrc4': 2.9283192938811813, 'Cep68': 2.925667978928016, 'Gpr61': 2.9230256946685818, 'Prkaca': 2.9181411018281658, 'Dzip3': 2.914074566506697, 'Actr2': 2.91359264707782, 'Srsf12': 2.912227820010612, 'Abcg4': 2.910139726516708, 'Tubg1': 2.899394967133707, 'Fcho1': 2.8962471540660735, 'Stard7': 2.8937645547149256, 'Gmfb': 2.886589025331431, 'Pla2g4e': 2.8829786130432, 'BC068157': 2.8812710480267185, 'Cacna1i': 2.8788308353637126, 'Trim46': 2.876281685628149, 'E530011L22Rik': 2.876162919340872, 'Chchd6': 2.869698221965995, 'Sowahb': 2.863625030537629, 'Bcl2l13': 2.8627780541498486, 'Naa60': 2.8585623836731293, 'Wdr5': 2.8543463386291634, 'Wdr4': 2.8459812024846807, 'Tiam2': 2.8441179806825594, 'Tro': 2.843874786762949, 'Lman1': 2.841837096326685, 'Daam1': 2.8414199710025847, 'Slc25a44': 2.840902628757909, 'B230216G23Rik': 2.83807503640509, 'Lmbrd1': 2.836793939646077, 'Mapre2': 2.835409352328205, 'Bbs1': 2.8350176181859323, 'Hs3st4': 2.8291794050774164, 'Btbd11': 2.8218466048428663, 'Rbm18': 2.8184908106064634, 'Tgoln1': 2.8174597037215965, 'Rasl10b': 2.8154968628694417, 'G3bp2': 2.814293741896975, 'Fbxo28': 2.8109948910256537, 'Ccdc41os1': 2.80911997214996, 'Phka1': 2.7937977804957868, 'Ubr1': 2.7929934168566626, 'Utrn': 2.7899276949733656, 'Ptbp2': 2.7848379684621256, 'Ttc7b': 2.7822486596442557, 'Cdc42ep3': 2.7753504660733994, 'Tmem181c-ps': 2.7693305824574925, 'Lta4h': 2.7689050234442245, 'Sh3bgrl2': 2.7634199576434035, 'Rmnd5a': 2.763254187246333, 'Tlk2': 2.7618566893757874, 'Hdgfrp2': 2.7616213050847858, 'Ppp2r5e': 2.7610468776810637, 'Tshz3': 2.759707262615413, 'BC004004': 2.7545610282021595, '1110002L01Rik': 2.7540523881363947, 'Msh6': 2.7521704080407083, '4930525G20Rik': 2.7467552229368137, 'Josd1': 2.746480350933001, 'Rnf220': 2.7408835967763747, 'Pxk': 2.7382712206063693, 'Rundc3a': 2.7380568466903115, 'Dnm3': 2.737543588967021, 'Galnt9': 2.7343465494073507, 'Preb': 2.7301508196792006, 'Slc17a8': 2.725229971779117, 'Nol9': 2.72509076799486, 'Tmem222': 2.7230076707610147, 'Pik3cb': 2.7197961256693746, 'Rangap1': 2.710453234673875, 'Armcx2': 2.7028856543803728, 'Tcf20': 2.7012416285010707, 'Fbxo9': 2.6976717085067143, 'Dennd5b': 2.69731857200154, 'Trpc4': 2.689624094651645, 'Cops7a': 2.684718247534149, 'Pfkfb2': 2.681970637178892, 'Nup62': 2.6801627818102696, 'Plvap': 2.679518272315226, 'Pgrmc2': 2.6768699736469763, 'Trim9': 2.6755454293072294, '2010107E04Rik': 2.6707822914815784, 'Enox1': 2.670704177961388, 'Zfp711': 2.6702641163489385, 'Lmbr1': 2.6603674710452823, '9030624J02Rik': 2.6579287601335406, 'Camk2n1': 2.6566528549210844, 'Shroom2': 2.6563524597584447, 'Smyd2': 2.655545615507084, 'Coq7': 2.6502840646706267, 'Hnrnpu': 2.6456454643382634, 'Evi5': 2.643899339452387, 'Cstf2': 2.6409573909744832, 'Ccni': 2.6405415803725485, 'Gm9962': 2.6400723132510238, 'Bmi1': 2.6384816404531293, 'Zfp941': 2.637667312511724, 'Sco2': 2.6289985084014584, 'Srgap3': 2.6282401947403127, 'Mkrn1': 2.6278758828297533, 'Srrd': 2.6263743293068607, 'Pea15a': 2.626096046265165, 'Setd7': 2.6233461137057708, 'Tomm40l': 2.6225714840091516, 'AI504432': 2.6224117050408613, 'Xbp1': 2.6181896599727934, 'Slc25a51': 2.6159789583135957, 'Kif5a': 2.6159507056425904, 'Csdc2': 2.615229739973337, 'Pik3ca': 2.6138968013976345, 'Kcnf1': 2.611849357171954, 'Gid4': 2.6103838799337264, 'Scg2': 2.6070509448782726, 'Rcan3': 2.606104713662287, 'Ajap1': 2.6051938641395767, 'Fam78b': 2.6026763870131613, 'Rrp1': 2.601750013073368, 'Lrrc47': 2.600550398044212, 'Usp33': 2.5997330411474118, 'Dnaja3': 2.5976490603627456, 'Sppl3': 2.5949665943201268, 'Gsk3b': 2.5937603664823197, 'Htr2c': 2.589201193388984, 'Cxadr': 2.5875650240092867, 'Slc25a22': 2.581146508964749, 'Srprb': 2.580524921622237, 'Zdhhc8': 2.5767905382821086, 'Pomk': 2.575382271733341, 'Adarb1': 2.5746046365256774, 'Fxyd6': 2.5733829550476406, 'E2f6': 2.5732257767017357, 'Pomgnt1': 2.568811305299286, 'Atp8a1': 2.5679051359269724, 'AW209491': 2.565766103354409, 'Creg1': 2.565013437507275, 'Mafb': 2.5645451889261865, 'Ppp2r5d': 2.5645327978339822, 'Vstm2l': 2.560380167626502, 'Tk2': 2.5567608204546115, '2810408M09Rik': 2.555973556194949, 'Elavl1': 2.555759063705833, '2310047M10Rik': 2.5524937494133444, 'Mtpn': 2.5495724358961365, 'Ube2d2a': 2.548873530586357, 'Trib2': 2.5480929428289616, 'Eif4g2': 2.546475731360987, 'Ccdc115': 2.5464221191775223, 'Rnf26': 2.543815494666351, 'Tpm1': 2.5411647755497846, 'Socs2': 2.539418727837888, 'Lrp8': 2.537051907645477, 'Gga2': 2.536843607045297, 'Slc4a10': 2.5367749026391806, 'Ndufb5': 2.535139230366522, 'Sfxn1': 2.5340824389781296, 'Nudcd1': 2.5335574115694985, '4930430F08Rik': 2.5327999081226227, 'Chtop': 2.532502908735686, 'Arhgap21': 2.532421000564669, 'Smarcd1': 2.5271270450417567, 'Dhx35': 2.522435810093468, 'Hdlbp': 2.519211936870537, 'Kirrel3': 2.518049831553684, 'Slc12a6': 2.5120685129338405, 'Klhl24': 2.5114320207833, 'Irs1': 2.5111999006578247, 'Usf2': 2.5099143138418465, 'Slc38a1': 2.5096883162153856, 'Arhgdig': 2.5085447286657248, 'Ddx3x': 2.507959871174981, 'Large': 2.5027088503345944, 'D7Ertd715e': 2.500069500139099, 'Vti1b': 2.4986759599512625, 'Klhl20': 2.4957723996531995, 'Wdr45b': 2.4880160147132875, 'Zswim8': 2.4869018982095805, 'Tnpo2': 2.485695556668986, 'Fam174b': 2.483506218258361, 'Tmem127': 2.4801037629221847, 'Man1b1': 2.4789464348032273, 'Impdh1': 2.4779544628913652, 'Aph1c': 2.4749393607911165, 'Slc5a5': 2.4743995949578346, 'Zfp715': 2.472109241498865, 'Ccne1': 2.4704984730133246, 'Afg3l2': 2.4674441161108045, 'Dgkg': 2.4655263844361532, 'Tnks': 2.4601637312856024, 'Zwint': 2.458664875770958, 'Araf': 2.457912643836273, 'Ncbp1': 2.449998912818093, 'Cntnap2': 2.4468642304905, 'Sec61a1': 2.446115573153544, 'Cntn3': 2.4446143063537225, 'Slc35g2': 2.444579883025417, 'Med15': 2.4445779692679297, 'Canx': 2.443543172937063, 'Eif4a2': 2.44281183453004, 'Shq1': 2.4409455457237663, 'Snap25': 2.4404328839916887, 'Ppp1r35': 2.4394933975213835, 'Begain': 2.4387883808542985, 'Bend4': 2.438547284598593, 'Gga1': 2.4381698237875398, 'Phc3': 2.4374357542394707, 'Apbb3': 2.435817564948013, 'Zfp597': 2.43447627540485, '2510003E04Rik': 2.4309364485039033, 'Itsn1': 2.423122440642961, 'Rabl2': 2.415912007649476, 'Supt3': 2.415317162262252, 'Kbtbd2': 2.4142769505562205, 'Cyc1': 2.4137578919854743, 'Bzrap1': 2.4079022005546182, 'Efna5': 2.407622091710333, 'Prmt10': 2.4069380613784426, 'Slc27a4': 2.4049985647844747, 'Ndufb8': 2.39897347909852, 'Lars2': 2.3981307876720184, 'Ttll12': 2.3980932041668046, 'Pcdha6': 2.3971569521056644, 'Cask': 2.3911139881302983, 'Gdi1': 2.3909297292294656, 'Nsf': 2.3881590018583614, 'Tnnc1': 2.387816196119055, 'Rasa1': 2.3877874248727693, 'Fen1': 2.387455600740377, 'Gm5801_loc1': 2.384695362542553, 'H2afy': 2.384527039324676, '1810013L24Rik': 2.384025312249769, 'Fastk': 2.3837310996506544, 'Prr3': 2.3751389502155082, 'Cmas': 2.3733231373223687, 'Nup85': 2.371723581253361, 'Zmym5': 2.3695610811349432, 'Gne': 2.3690955229377018, 'C030023E24Rik': 2.3667748095976022, 'Prdx2': 2.366123313528294, 'Zbtb4': 2.36555772083206, 'Fundc1': 2.365142428108689, 'Brwd1': 2.3588986712556097, 'Ctsd': 2.3536922973070906, 'Ell2': 2.3535402826740244, 'B4galt2': 2.3506608391957204, 'Tmem132e': 2.349895292379136, 'Cdip1': 2.3486058120879743, 'Pde5a': 2.3483514115547406, 'Ube3b': 2.348307783031616, 'Tfam': 2.3462847985772277, 'Fbxo33': 2.3455444878645872, 'Htr3a': 2.3450981926690497, 'Srsf6': 2.3422464176642763, 'Hsdl1': 2.339456387047533, 'Dnajc14': 2.3365837846654163, 'Nrep': 2.336475771798033, 'Klhl8': 2.336077685933226, 'Uros': 2.3359722091509294, 'Trappc8': 2.330266502368358, 'Cmpk1': 2.3301013468703524, 'Ehmt1': 2.329364445771489, 'Rybp': 2.3268098440295715, 'Rnf6': 2.3250422553532246, 'Elmo1': 2.323640495614851, 'Tmem62': 2.3213030090173725, 'Ntm': 2.3176419932886354, 'Fam184a': 2.316435965130295, 'Fam192a': 2.3147270605308363, 'Hspa9': 2.3144848937633444, 'Atp6ap1': 2.314200329355164, 'Cplx1': 2.3133461436967195, 'Bod1': 2.3124210842448796, 'Atp6v1g2': 2.3117774190503604, 'B630019K06Rik': 2.3109830039774764, 'Abhd16a': 2.3101735651522763, 'Usp39': 2.3089036706175423, 'Set': 2.301854798115948, 'Nap1l3': 2.30099542869039, 'Wdr77': 2.3002251399203817, 'Cltb': 2.2922740902083265, 'Dedd': 2.290976525758486, 'Cpeb3': 2.2890221096382035, 'Yipf4': 2.288370815091457, 'Senp5': 2.2863491616569216, 'Satb1': 2.2848748545593773, 'Timp2': 2.281443866493701, 'Akt1': 2.2787399542454865, 'Dmtn': 2.275317253211607, 'Jmjd8': 2.2734768009341506, 'Setbp1': 2.272499209281641, 'Eml4': 2.271409061908564, 'Psmd1': 2.271328419851064, 'Csmd3': 2.2708708189075018, 'Psmd12': 2.267642218932488, 'Sepn1': 2.2673640441194283, 'Alcam': 2.26720529132282, 'Trim45': 2.266773029527393, 'Chkb': 2.2661569052251345, 'Whrn': 2.2653414591424847, 'Sv2b': 2.2648960045598607, 'Gga3': 2.260045281508153, 'Camk1': 2.2590428510466793, 'Zfp385b': 2.2536782736337337, 'Chpf': 2.2517621057995174, 'Sncb': 2.2513508497691044, 'Col4a3bp': 2.250604503259786, 'Strn3': 2.249550721795909, 'Arhgap26': 2.2475140561071463, 'Kit': 2.244617960770162, 'Npas1': 2.2439124947780096, 'Wbp4': 2.2408496122867083, 'Timm50': 2.240638934264384, 'Pvrl1': 2.2394866616124656, 'Rusc1': 2.238439714652166, 'Fam160a2': 2.237832989888401, 'Mcrs1': 2.2347172198923793, 'Maf': 2.2335425453902955, 'Snx3': 2.231924262958481, 'Chmp7': 2.2296970778993987, 'Setd1b': 2.2276617358445523, '4930506M07Rik': 2.223611520575977, 'Ltbp3': 2.2213633325298234, '2310067B10Rik': 2.221233902470169, 'Tspan5': 2.220843959227773, 'Fahd1': 2.2181242042600378, 'Calcoco1': 2.2177283984023672, 'Wtap': 2.2154490477227333, 'Ubr5': 2.211442207243648, 'Nedd4': 2.2080230743838487, 'Fam210a': 2.2074583058041193, 'Aldh5a1': 2.2065240514396693, 'Ubxn2a': 2.2040491969896707, 'Rab10': 2.2029681922962463, 'Rpp25': 2.2018987065886604, 'Hif1an': 2.2011648480720383, 'Asb1': 2.2006365684792097, 'Khdrbs2': 2.199870040530248, 'Rhot1': 2.1964356357100314, 'Gls': 2.1962893632698584, 'Zfp91': 2.195801482612731, 'Nrbp2': 2.192603825537582, 'Rfk': 2.191906959090696, 'Nmt1': 2.191825882854165, 'Cntn6': 2.1914818426041767, 'Eif3a': 2.1914557769710066, 'Sh3glb2': 2.191218415729667, 'Tango2': 2.1876736798327028, 'Kpna6': 2.1862819086092498, 'Tm2d1': 2.185571945965921, 'Rap1gds1': 2.180048796480824, 'Cox11': 2.1794711153637025, 'Ncoa2': 2.179225047295021, 'Gng13': 2.178022465762231, 'Rps6kc1': 2.1739471780964186, 'Prmt3': 2.1642097033219896, 'Uba1': 2.1635277808244067, 'Nudt4': 2.1602707987577703, 'Pdhx': 2.1586704031509982, 'Ube2z': 2.155688571582409, 'Grin3a': 2.155211086870876, 'Lrrc4c': 2.15489639930117, 'Acaca': 2.154886299314958, 'Commd3': 2.1512429322613214, 'Bmpr2': 2.149525369653013, 'B4galt6': 2.14547513383485, 'Eif5a2': 2.1450215586365045, 'Nrtn': 2.1446648652741005, 'Ppp1r13b': 2.1431665218171325, 'Efr3a': 2.1398045210560155, 'Zfp318': 2.138751437553449, 'Trnau1ap': 2.135241145840222, 'Amigo1': 2.1317379982594264, 'Klhl13': 2.1276972061474217, 'Fstl5': 2.127438357601732, 'Kctd17': 2.1264224090471733, 'Zfp148': 2.1262361414044437, 'Bscl2': 2.124772999545031, 'Wdr59': 2.1245797180284245, 'Mgat3': 2.1244079164771863, 'Ankrd12': 2.124326525276548, 'Ranbp6': 2.1233876046337854, 'Evl': 2.122231346473161, 'Mkx': 2.1215522268490106, 'Htt': 2.121068884494389, 'Akap2': 2.1190746536647813, 'Nipa2': 2.1154488287596864, 'Rufy3': 2.1127410327648604, 'Zfp944': 2.1100368784183248, 'Drp2': 2.1080349802298533, 'Atp2a2': 2.102420371143854, 'Clta': 2.09750138743937, 'Sez6l': 2.096204715707576, 'Unc13c': 2.0930214268369203, 'Tmem170b': 2.0880073967565242, 'Arxes2': 2.0864891780928283, 'Stk11ip': 2.0860451936407407, 'Zfp811': 2.0842606733603453, 'Cdk2ap2': 2.0829160615381554, 'Orc3': 2.081072199392973, 'Anks1': 2.0772849624892262, 'Ptpn11': 2.074327399349586, 'Dnmt3a': 2.073531959121469, 'Crtac1': 2.0734041761217497, 'Alg1': 2.0725032004917114, 'Pip5k1c': 2.0712567589846853, 'Ptchd4': 2.070647292621539, 'Mest': 2.0682478372430406, 'Pgap1': 2.064457774850317, 'Ubac1': 2.064244805653884, 'Pcyox1': 2.0620101833301354, 'Ide': 2.06199245863995, 'Amer3': 2.0603173643403125, 'Rnf146': 2.059676927533145, 'Pdxp': 2.0581138265311467, 'Mrpl10': 2.056230177885547, 'Spag9': 2.052610971507283, 'Unc5d': 2.052340369638294, 'Slc2a13': 2.0439146943824222, 'Sec63': 2.0407666640955933, 'Myl6b': 2.039993989216877, 'Pank4': 2.0381704742507605, 'Mgat4c': 2.037920168705785, 'D930016D06Rik': 2.034764651962087, 'Tmem55b': 2.033240211295332, 'Klf12': 2.031087659337153, 'Ift81': 2.0267251390626804, 'Dock3': 2.0171353616433074, 'Fto': 2.0145272667061658, 'Pak7': 2.013812012320226, 'Fnip1': 2.0134990490812967, 'Tubb6': 2.0130156034426157, 'Sema6d': 2.0084869480560914, 'Rtn4': 2.007976964267548, 'Arfgef2': 2.0071708241695325, 'Xpo7': 2.006350555562263, 'Ppm1k': 2.004308697330639, 'Trhde': 2.002636707177333, 'Apc': 2.0019030756865632, 'Rfxap': 1.9966299654771824, 'Zfp513': 1.9945078239729852, 'Gtf3c4': 1.9930341412007067, 'Hmgb3': 1.992460338593348, 'Vamp4': 1.99182904979434, 'Prkd3': 1.9902200637432712, 'Spred1': 1.9899971474930904, 'Map2': 1.9895970205117284, '1110008P14Rik': 1.9894071117153809, 'Ube2d1': 1.9884439462354289, 'Smarca1': 1.980422421343144, 'Ncs1': 1.980021326076681, 'Jhdm1d': 1.9774905050551432, 'Atp2b2': 1.977156557747664, 'Jph4': 1.9731685572035056, 'Vps51': 1.972377743967374, 'Tmed2': 1.9699216923571201, 'Irf2bpl': 1.9690121890024048, 'Atm': 1.9648859497330324, 'Ttc39b': 1.9612911380113067, 'Gtf2h1': 1.9562671532660616, 'Cog3': 1.9534830182674003, 'Fam120b': 1.9533157735835571, 'Kcna1': 1.9500573908429508, 'Micu3': 1.9496703470982613, 'Rusc2': 1.948770053386119, 'Brms1l': 1.9446728434840101, 'Ywhah': 1.9387905848648361, 'Fbxo44': 1.9383688177366365, 'Cdc42bpa': 1.9360181708373887, 'Slc8a3': 1.9356709808480244, 'Dnal1': 1.9341538897931727, 'Nsg2': 1.9336782095628997, 'Rabgap1l': 1.929146291284108, 'Tmem192': 1.9288990595015272, 'Lnx1': 1.928346867293217, 'Pom121': 1.925505560116935, 'Rimkla': 1.9247502044873488, 'Mis18a': 1.924290251555629, 'Pebp1': 1.9241246229178843, 'Hipk3': 1.920790397124236, 'Atp2b1': 1.9193971740259848, 'Ache': 1.9192057482595737, 'Rps28': 1.917599612184899, 'Erbb4': 1.9173885565682067, 'Bhlhb9': 1.915996278122449, 'Myrip': 1.9144707796126244, 'Esrra': 1.9134243134384743, 'Txn2': 1.912304962708612, 'Cstf1': 1.9115511962920668, 'Lrif1': 1.9065548018118528, 'Bcl7a': 1.9059170566523684, 'Dhx15': 1.9054812935064769, 'Vstm2a': 1.9020850576071604, 'Rcn1': 1.8989779282216488, 'Pnoc': 1.898211209962404, 'Kctd8': 1.8976673779354307, 'Fus': 1.8974248500039117, 'Gatad2a': 1.8965257885301297, 'Ipo11': 1.8937438360429637, 'Smug1': 1.8933440819082368, 'Eef1b2': 1.8932376962703812, 'Klhl23': 1.892837922174212, 'Mmp17': 1.8904490995777368, 'Acsl4': 1.8900150580376145, 'Pde8b': 1.8885660838614111, 'Psme3': 1.8862569840665893, 'Dner': 1.8837367816915769, 'Slc6a15': 1.8820858022661229, 'Pfdn5': 1.880617631442484, 'Galnt16': 1.8805858735058116, 'Rps2': 1.8779665009850095, 'Wbscr16': 1.8769411857720169, 'Zdhhc17': 1.8748928313634357, 'Slc35f1': 1.873602078881444, 'Gyk': 1.872739542971793, 'Wsb1': 1.8703860811075268, 'Zfp251': 1.8702830523346656, 'Aktip': 1.866382004103477, 'Dcaf8': 1.8647954887941345, 'Ncln': 1.861117202022092, 'Reln': 1.860629764163274, 'Nabp2': 1.860554339932984, 'Zcchc7': 1.8588404944403043, 'Mtmr3': 1.8582702073667767, 'Eif2b5': 1.8581020340542485, 'Iffo2': 1.8558005227927532, 'Fam168a': 1.8526674252599329, 'Hspbp1': 1.851603973470026, 'Zdhhc16': 1.8509562366436456, 'Ndufaf6': 1.8483385978300395, 'Traf7': 1.84540485084752, 'Dr1': 1.8442884973265476, 'Golph3': 1.8419304196804445, 'Smg8': 1.8411435029655152, 'Rab6a': 1.8397137975155584, 'Sorbs1': 1.8393120287733844, 'Arl16': 1.8358779492898087, 'Tmem184c': 1.8340079053694633, 'Rpl22l1': 1.8312758193662442, 'Prkce': 1.830040054113708, 'Ppp2r1b': 1.829772407668171, 'Nrsn2': 1.829634216199536, 'R3hdm4': 1.8288860372359577, 'Dpp3': 1.8257947148974425, 'Med14': 1.8251912993332469, 'Sdcbp': 1.8245107885236984, 'Fam73a': 1.8234182280708164, 'Psd3': 1.8232163264765633, 'Fam134a': 1.8210583688083413, 'Mfsd11': 1.820497401785537, 'Oxtr': 1.819184186289687, 'Ptges3': 1.8173517463922275, 'Pi4ka': 1.816556981585531, 'Ccnh': 1.8133169505993163, 'Hipk1': 1.8112527514154109, 'Wdr26': 1.810667567658092, 'Sap130': 1.8105978210301408, 'Ppp1r3f': 1.8075751464550671, 'Sh3pxd2b': 1.8062735972122104, 'Mapk14': 1.805349857309344, 'Ppp1r14b': 1.8033255080615176, 'Sh3kbp1': 1.8030090843464008, 'Pkia': 1.8009573056942567, 'Cdh2': 1.7999308989445637, 'Neurod6': 1.7992350724477024, 'Hpcal4': 1.7976642776960376, 'Fmr1': 1.7967211671728514, 'Kif21a': 1.794164041880039, 'Dbnl': 1.793988275381845, 'Clcn2': 1.7938900413041676, 'Hdac5': 1.7938793838561886, 'Mcmbp': 1.7933624269919752, 'Map7d1': 1.790190558871558, 'Insig2': 1.7896197818929562, 'Vps11': 1.7889663600108228, 'Slc12a5': 1.7883649209510897, 'Phactr1': 1.7878119538169752, 'Lrp12': 1.7864630039402052, 'BC037034': 1.7848412834680667, 'Samd4': 1.7835995538899807, 'Pgp': 1.7832049033267012, 'Cnr1': 1.7830770928726407, '2700089E24Rik': 1.7830431997495164, 'Bcat1': 1.7829888563956464, 'Kcnq2': 1.7803204414677205, 'Mar-09': 1.7785577735105071, 'Rgs7bp': 1.7785504565723351, 'Cyb5r4': 1.776535961566225, 'Usp22': 1.7757239408357224, 'Ntrk2': 1.774611189346931, 'Mal2': 1.7722481947460869, 'Gpd1': 1.7712079291215506, 'Cbln2': 1.7693782831097202, 'Trp53i11': 1.7685643352453122, 'Gaa': 1.7678388553960689, 'Csrnp3': 1.7669529434857325, 'Trub2': 1.7657223973228495, 'Ppfia4': 1.764133198370898, 'Kif1a': 1.7619874363088432, 'Med24': 1.761890031332504, 'Rbms3': 1.7593898955303555, 'Usp10': 1.7555483562236236, 'Prpf18': 1.755227299185318, 'Slc30a3': 1.7523505700635438, 'Usp9x': 1.751762980644889, 'Rasal1': 1.7516110735576995, 'Serpina3n': 1.7506099918331144, 'Abcc5': 1.7472566925470496, 'Cdk7': 1.7464178538812671, 'Ube2v1': 1.7460798982342076, 'Crh': 1.7453086375891993, 'Cdk5r1': 1.7449927811829868, 'Gart': 1.7447069951604166, 'Slc4a8': 1.7446770289682196, 'Cacng2': 1.7444378591544638, 'Dio2': 1.7442700845081742, 'Dpysl3': 1.7440693543818775, 'Odf2': 1.7412036295027338, 'Tbl2': 1.7382487972790832, 'D3Ertd254e': 1.7354528984175652, 'Csrp2bp': 1.7296632106613001, 'Ppp2r4': 1.729621171303931, 'Gna11': 1.7279800488449435, 'Acbd3': 1.7277521230196218, 'Tcf4': 1.726106366814148, 'Zfp963': 1.723786577454673, 'Eps8': 1.7232906991586272, 'Zfp651': 1.7225615041158988, 'Nppc': 1.7181833097796413, 'Vapb': 1.7181518026033051, 'Phkg2': 1.7177984585520534, 'Rere': 1.714514020531719, 'Sema3c': 1.7136129351921563, 'Polr2f': 1.7105796193813283, 'Spire1': 1.7098419397014506, 'Cpne7': 1.7082385736149572, 'Fbxo21': 1.7082107780941902, 'Slc22a17': 1.7071422558367977, 'Xrn2': 1.70591033382143, 'Agpat6': 1.7036414885519502, 'Arhgef12': 1.7023725926634141, 'Man2a2': 1.7023135340395867, 'Sez6': 1.7015412137997634, '1700025G04Rik': 1.7013612384830112, 'Ugcg': 1.7003021876064064, 'Ccdc177': 1.6985136349303707, 'Coq2': 1.6984044214080698, 'Sipa1l2': 1.6977439124410398, 'Tspyl4': 1.693223063358847, 'Ptplad1': 1.6930954314502311, 'Krba1': 1.6910219761597898, 'Snord49b': 1.6898790567763398, 'Gzf1': 1.6891955045578468, 'Dscam': 1.687686209582915, 'Fut9': 1.6868215492437764, 'B230219D22Rik': 1.6867508065710992, 'Scamp1': 1.6860258396204642, 'Aff4': 1.6850190170343526, 'Rims1_loc1': 1.684124270889666, 'Cox18': 1.683937417106277, 'Mrpl54': 1.6832233927668536, 'Nrcam': 1.6829921796985192, 'Irf2bp1': 1.6829464476854503, 'Znhit6': 1.6826376499761144, 'Mast2': 1.6813304704324, 'Zfp235': 1.6736303249367608, 'Kif2a': 1.6729906079364958, 'Ccar1': 1.6711863648593033, 'Usmg5': 1.6703865629930152, 'Crkl': 1.6695006273732458, 'Lpin2': 1.6675677123353516, 'Uso1': 1.6673622578033722, 'C1ql3': 1.6671609776278506, 'Nr2f2': 1.6669060769035644, 'Enpp5': 1.6664093530001458, 'Braf': 1.6642892767193407, 'Armc1': 1.6634792057111665, 'Nomo1': 1.6609784212105636, 'Yipf5': 1.654817259764792, 'Zranb2': 1.6546031800062635, 'Golga4': 1.6529183405659842, 'Tspyl5': 1.6519995845396531, 'Sp4': 1.6493046077121654, 'Wipf2': 1.6463291921623142, 'Zfp444': 1.6462077736901752, 'Nfat5': 1.6455503626741623, 'Darc': 1.6455251694872484, 'Erc1': 1.6450117052975923, 'Ankib1': 1.6449926039438043, 'Ctbp1': 1.6435769096710509, 'Gm6682': 1.6383904169597987, 'Prkar2a': 1.6360533514836957, 'Kpnb1': 1.6359779493246362, 'Ncor1': 1.6325262557621396, 'Dgcr6': 1.6296613033956102, 'Cacul1': 1.6259590906951058, 'Etl4': 1.6239752376404413, 'Cmtr1': 1.6238565698056684, 'Cyth2': 1.623296402441483, 'Ppp2r3d': 1.62172905012142, 'Stx1a': 1.619309618297807, 'Pnpo': 1.6190596675996618, 'Ak5': 1.6186587342778849, 'C530008M17Rik': 1.6181638914793128, 'C2cd5': 1.6180740777334597, 'Unc5b': 1.6174478963252243, 'Setd2': 1.6161361409807715, 'A230072C01Rik': 1.6129473743978626, 'Map2k2': 1.612654827664464, 'Thtpa': 1.6121453003533908, 'Ap2m1': 1.6108805179644126, 'Pdzd2': 1.6107910699170729, 'Adam12': 1.6092692086435954, 'Gabra2': 1.6062166935856408, 'Mtmr4': 1.6025400030920165, 'Il34': 1.5975101066398891, 'D130043K22Rik': 1.5974888353377172, 'Scube1': 1.5958314138048062, 'Supt7l': 1.5946822431979957, 'Kcnj4': 1.5926670184521694, 'Mgat2': 1.5924126333963846, 'Brk1': 1.5888814978445176, 'Stip1': 1.5881878740880149, 'Dtx1': 1.5849012255123025, 'Fam134b': 1.5839790800890077, 'Crebl2': 1.5838127685843986, 'Mga': 1.581334124299571, 'Mast1': 1.5810402096548324, 'Snrk': 1.580366865741258, 'Olfm1': 1.580066592012431, 'Usp2': 1.5790141956491242, 'Mtx2': 1.5788303673256172, 'Chid1': 1.5776039993446238, 'Susd4': 1.5775643152085064, 'Galntl6': 1.5733019712244758, 'Eftud1': 1.5732605361632321, 'Flot1': 1.5704935815258951, 'Map4k2': 1.5699203054996835, 'Iqce': 1.5662197307631451, 'Sdr39u1': 1.5652806328752826, 'Gabbr1': 1.5649851134942618, 'Adprh': 1.5623604793309254, 'Rasgef1c': 1.5599284278372951, 'Chuk': 1.5586841668402354, 'Cul5': 1.5557378043283419, 'Btbd3': 1.5542025462602582, 'Ocrl': 1.5530666098907588, 'Egln1': 1.5510423369054265, 'Capn5': 1.5492152973185032, 'Morf4l1': 1.549123011327199, 'Zxdb': 1.5490881659673748, 'Smarca5': 1.5479896990899078, 'Klf15': 1.5471457812779073, 'Terf2ip': 1.5471056004087125, 'Grb2': 1.546707539647887, 'Hmgcll1': 1.5447998695611076, 'Brd9': 1.5437945132666178, 'B3galt6': 1.542235808177779, 'Olfm3': 1.5411890476158632, 'D930015E06Rik': 1.5401883752464625, 'Ppm1h': 1.5399933895485152, '2410002F23Rik': 1.5397067964271849, 'Fam149a': 1.5394261519714625, 'Mmab': 1.5389044096527549, 'Sik1': 1.5387926322503498, 'Fam115a': 1.5383195038721702, 'Bbs4': 1.5371896835528875, 'Kctd2': 1.5357657861559506, 'Tmem151a': 1.5356538960722264, 'Rph3a': 1.5344592752623136, 'Cbx7': 1.5319574637308162, 'Sulf2': 1.5297035733102078, 'Csnk2b': 1.5272314394686524, 'Ssr1': 1.5262012215405245, 'Lsm1': 1.5229431861942095, 'Mief2': 1.5226446792116624, 'Gm13498': 1.5223018868661171, 'Hrh3': 1.5219639674728611, 'Arpc2': 1.521892985630542, 'Zmat1': 1.5202900269875772, 'Zer1': 1.5179528541833702, 'Pfkm': 1.5176617306967846, 'Apoo': 1.5150901677300057, 'Zfand5': 1.5147000562262185, 'Atp6v1f': 1.5146199589787142, 'Rhobtb2': 1.5140481350409531, 'Kcnd2': 1.5135711985140954, 'Atf1': 1.5132954193731896, 'Tomm40': 1.5125831877039109, 'Txndc11': 1.5090801978718595, 'Rgs12': 1.505785844922232, 'Rpl31-ps12': 1.5045668407230155, 'Suds3': 1.5029397540898275, 'Fam19a5': 1.5016171979592574, 'Slc4a3': 1.5011017550310617, 'Rnaseh1': 1.5007659937392883, 'Dcaf11': 1.5001453379508174, 'Slc37a4': 1.5001096601849058, 'Adcy2': 1.4996347741391411, 'Ivns1abp': 1.4982810149967158, 'Rarres1': 1.4973184450946355, 'Foxj2': 1.4969111868141967, 'Jph3': 1.493704497075685, 'Sars2': 1.4932221356187716, 'Tceal6': 1.4918428372143224, 'Camsap2': 1.4904017323138423, 'Tradd': 1.4877120092527103, 'Fam65b': 1.4853681575979498, 'Prmt1': 1.4817935056177831, 'Setx': 1.4813877808746212, '4632415L05Rik': 1.4806492162986848, 'Rgs4': 1.4805403959716466, 'Tmf1': 1.4767022316532048, 'Nt5c3b': 1.476523604670615, 'Lgmn': 1.4763092924530583, 'Kat5': 1.4755700012153998, 'Fgf13': 1.4726741473961735, 'Slc7a8': 1.4726374075045447, 'Gosr1': 1.4694040989154693, 'Sub1': 1.4672426331568584, 'Zfp608': 1.4660331028069875, 'Selk': 1.4629770117368799, 'Kpna2': 1.4620244546194252, 'Med27': 1.4600876409501808, 'Rpl3': 1.458422734821921, 'Lrfn5': 1.4560702288485865, 'Galnt2': 1.456054394576392, 'Abhd10': 1.4548161502977284, 'Oaz1-ps': 1.4540426414494272, 'Nufip2': 1.452530057713444, 'BC018507': 1.4520986606968085, 'Nsun4': 1.447384201382932, 'Mrpl9': 1.4447339129370689, 'Zc3h7b': 1.443627153648413, 'Maged1': 1.4429827383026803, 'Ankrd26': 1.4429304070422335, 'Cbll1': 1.4402910181633817, 'Prkca': 1.4392786481422746, 'Hexim2': 1.4389999952936674, 'Wee1': 1.4375443340741854, 'AI854517': 1.4372922041948402, 'Rnf138': 1.4368035470895224, 'Brdt': 1.4366499347970103, 'Efhd2': 1.4365305919360916, 'Cpeb2': 1.4344035156904842, 'Spag7': 1.4311415572645312, 'Ccdc32': 1.4308754514120885, 'Exoc3': 1.4291331520923254, 'Aars': 1.4272284751580873, 'Wdr36': 1.4252144652103842, 'Baiap2': 1.4251119598607254, 'Akap8': 1.424783029793263, 'Mast3': 1.4222311664872282, 'Ankra2': 1.4205178957453424, 'Psmf1': 1.4203369800875425, 'Fam149b': 1.4203130598524116, 'Cers5': 1.418474560217324, 'Rps4y2': 1.416102379689189, 'Pagr1a': 1.41504875771449, 'Psmg4': 1.413725416207489, 'Tsc1': 1.4131706528175698, 'Slc35e2': 1.406533397603756, 'Angel1': 1.40529035391336, 'Mff': 1.4049837093436546, 'Ttl': 1.402633651150166, 'Commd10': 1.4002777460211924, 'Zmym6': 1.3987571614723326, '6330403A02Rik': 1.398679382779073, 'Ubb': 1.3937311603030869, 'Mar-02': 1.3936997236243127, 'Zfp131': 1.392369574512243, 'Slc9a6': 1.3911987840620603, 'Sema5a': 1.389527677235895, 'Brox': 1.3888799122593103, 'Purg': 1.3888680801337605, 'Tprgl': 1.3864487318352623, 'Ankrd32': 1.3862810225309792, 'Scn1a': 1.385215711238813, 'Pdpk1': 1.3846941891277955, 'Nutf2': 1.3845405754957985, 'Pdzd8': 1.3838526938480864, 'Nacc2': 1.3837819310655384, 'H2afx': 1.3790145285962392, 'Tmem200c': 1.378738377957013, 'Gle1': 1.3770081630198687, 'Gucy1b3': 1.3767151134627356, 'Ptpru': 1.3762704177481333, 'Bri3bp': 1.3742288933920863, 'Fibcd1': 1.373502071275981, 'Zbtb43': 1.3730326503243035, 'Arhgap32': 1.3717426668125772, 'Cckbr': 1.3704295203546206, 'Carm1': 1.370415338850408, 'Prpf19': 1.3697649290241205, 'Zfp90': 1.369301015371258, 'Mmachc': 1.3691756514051852, 'Bcl11a': 1.3691675550893645, 'Sap18': 1.3688411886730716, 'Psmc1': 1.3668893334241188, 'Trio': 1.3666089283747247, 'D3Bwg0562e': 1.3648376311465893, 'Cbln4': 1.3647428482664754, 'Col24a1': 1.3646085524012033, 'Cacng5': 1.363696813774229, 'Ctsb': 1.3633894034489806, 'Smarce1': 1.36227258093218, 'Tmem106b': 1.3596243366251957, 'Bbx': 1.3595061285826224, 'Stim1': 1.3565061985066655, 'Ptgfrn': 1.3558453070253451, 'Zfp60': 1.3548044572208322, 'Zfp523': 1.3536398748687124, 'Ptpro': 1.353313371526839, 'Rrp12': 1.352687111762175, 'Tmcc2': 1.351568307665418, 'Otud5': 1.3507567650868324, 'Rnf38': 1.3504822586799032, 'Abcg1': 1.3498177186418054, 'Arl4d': 1.3488305918480052, 'Arhgap44': 1.347656361637955, 'Caln1': 1.3466711352972347, 'Ndufc2': 1.3435931832735042, 'Trappc10': 1.342574558742961, 'Chd4': 1.3404412075117398, 'Lpin1': 1.34024632259702, 'Nisch': 1.3402307361816592, 'Dclk1': 1.3391715909715844, '1110008J03Rik': 1.338133777613645, 'Dalrd3': 1.336648587282577, 'BC030500': 1.3362423481687349, 'Rab3gap2': 1.3357897058186303, 'Psap': 1.3317677727523844, 'Cd99l2': 1.330257004759759, 'Pdzd4': 1.3301511445558478, 'Ipo5': 1.3299948178640553, 'Dgcr2': 1.3299934767387125, 'Pdik1l': 1.327030977169315, 'Senp3': 1.3264653205855947, 'Trp53inp2': 1.3252771915676005, 'Ppp3cc': 1.3249379294165442, 'Copa': 1.3239869995262237, 'Dpagt1': 1.3235320604941507, 'Txndc15': 1.322712341613106, 'Prr13': 1.3224984192750502, 'Ubap1': 1.3223026763645738, 'Fbxo18': 1.3221983225647758, 'Sec22c': 1.3203698125167669, 'Mat2b': 1.3201415981992157, 'Ormdl3': 1.3198817251557766, 'Gtf2a1': 1.3192324762943024, 'Cisd2': 1.318314102574221, 'Dlx1os': 1.3174954122318838, 'Smg7': 1.3168145449512765, 'Dab1': 1.3166594436892831, 'Cacna1e': 1.3165501057024078, 'Tmem9': 1.3160214244221151, 'Ap4s1': 1.3142216210716928, 'Gpm6a': 1.3131682503605486, 'Zfp617': 1.312475284101045, 'Mars': 1.3122639002996226, 'Map2k4': 1.3116119474673782, 'Trappc9': 1.3114020655116396, 'Kdm1a': 1.3111948898273909, 'Mdga2': 1.3108773210036648, 'Megf8': 1.3088895373946094, 'Pmpca': 1.307137222762484, 'Zfp574': 1.3071037178015263, 'Fbxo45': 1.3062861330812194, 'Dennd2a': 1.3049593516348392, 'Agps': 1.3043334879829138, 'Fasn': 1.3041057393481572, 'Ypel2': 1.3039735554561174, 'Tti2': 1.3024205347613629, 'Trappc6b': 1.3023077490311934, 'Slc25a1': 1.302186483789164, 'Foxp1': 1.3013349212924612, 'Bbs2': 1.2991189828803504, 'Ndufa9': 1.2981412083843231, 'Rnf112': 1.2977916128896922, 'Lmnb1': 1.297014044068708, 'Nudt18': 1.297010776539904, 'Abce1': 1.2959759407577145, 'Ssbp2': 1.2958106057333998, 'Ppp1r16a': 1.293396636040694, 'Lgi2': 1.2891386663617763, 'Slc16a2': 1.2883010062803404, 'Grik1': 1.2857917528559648, 'Gemin5': 1.2855825004089865, 'Rell2': 1.2851672095965985, 'Lrp10': 1.2849393594757563, 'Gad1': 1.2849346505264012, 'Cpsf6': 1.2845008028308158, 'Rpl34-ps1': 1.2833905555212108, 'Cacna1a': 1.282618113120576, 'Hk1': 1.282504465821137, 'Rhob': 1.2812833104094732, 'Fam175b': 1.2809649202636992, 'Pcbd2': 1.2788524618137416, 'Rspry1': 1.2780207400634869, 'Tug1': 1.2766533657596841, 'Gm13363': 1.2751490893880262, 'Gpx4': 1.274911598248174, 'Synm': 1.274683301655117, 'Mrpl17': 1.271809025933367, 'Thoc7': 1.2711860052478583, 'Rab5c': 1.2706333021483158, 'Slc9a5': 1.2700813120228616, 'Slc29a1': 1.2698379847559205, 'Tnip1': 1.2688460723636499, 'Dpp6': 1.2687457569487268, 'Limch1': 1.267795446386894, 'Kctd6': 1.2668397564034866, 'Gm5643_loc2': 1.2663683503513226, 'Atat1': 1.2656918229483811, 'Fam92a': 1.2647358003822031, 'Fdx1l': 1.2630739357090777, 'Zfp9': 1.2619339743797966, 'Sf3b4': 1.2610471841313249, 'Parn': 1.2603886599192056, 'Txnl1': 1.2597802738262935, '2310061I04Rik': 1.2593018498448378, 'N4bp1': 1.2592997161004251, 'Pja2': 1.2592421726142051, 'Wdfy1': 1.2583551752274282, 'Ppp2ca': 1.2565441371301722, 'Ogfrl1': 1.2545987493196948, 'Fbxo41': 1.2540370214509045, 'Dnlz': 1.25374304933388, 'Ncoa6': 1.2535901651352213, 'Tcf25': 1.2508429456150594, 'Trrap': 1.2498708351818255, 'Trpt1': 1.2491931088448138, 'Ctps2': 1.2483596731292346, 'Wars2': 1.247679196474859, 'Drg1': 1.2476731216615096, 'Ube2d3': 1.2476477957420489, 'Wwp1': 1.247610640217279, 'Tbrg4': 1.2468703488659836, 'Rps13': 1.2462247075714563, 'Pick1': 1.2461969572546745, 'Usp38': 1.2457629788400366, 'Vps45': 1.245619694036915, 'Dlgap2': 1.245591663198346, 'D17Wsu92e': 1.242388285045218, 'Ephb6': 1.2422314169518198, 'Wnk3': 1.2409013780976674, 'Syn3': 1.2407445124999397, 'Tbc1d8b': 1.2405280566373702, 'Kif3a': 1.2403327437847251, 'Slc24a2': 1.2393721014020582, 'Msra': 1.239335052794455, 'Psmd5': 1.2388307597345043, 'Bag5': 1.2379765422368822, 'Serac1': 1.2373901182100044, 'Ubald1': 1.2322869226332318, 'Syt9': 1.230767809439037, 'Crebzf': 1.2302036405524377, 'Cgref1': 1.2279336683311848, 'Fndc3a': 1.2278385029421766, 'Map1a': 1.2265483101629708, 'U05342': 1.226516613372638, 'Hprt': 1.221300329716257, 'Shoc2': 1.2202701436106644, 'Rmdn3': 1.2201699919834144, 'Clasp1': 1.219539445858696, 'Ifnar1': 1.21679564656403, 'Ints2': 1.2158068134418496, 'Amph': 1.2145666342364536, 'Cpne9': 1.2141742157238429, 'Fam69b': 1.212995068762457, 'Ndel1': 1.2121059140537846, 'Mcc': 1.2118769040323971, 'Trim62': 1.2085610850118438, 'Ywhab': 1.2084590956246637, 'Ccdc166': 1.2076413843424167, 'Arfip2': 1.2073081521917628, 'Gm1976': 1.2073043506372694, 'Ss18l1': 1.2047569412306305, 'Astn1': 1.2042694666763245, 'Scmh1': 1.2033328095314544, 'Mpnd': 1.202905823977544, 'Exosc5': 1.2018740711614757, 'Pomgnt2': 1.2014373486783654, 'Opn3': 1.200637310082879, 'Gpank1': 1.2002171621209548, 'Slc9a2': 1.1986730416630678, 'Lrrc59': 1.1982420503498925, 'Cadm3': 1.1976051549221831, 'Eif4enif1': 1.1969380113110926, 'Tomm6': 1.1961632226069572, 'Grina': 1.195340838549304, 'Smim13': 1.1941967292311495, 'Phf12': 1.1926879436792135, 'Bmp3': 1.1920270052797686, 'Wdr7': 1.1918101179210019, 'Nosip': 1.1906619077362506, 'Mir703': 1.1900379904366698, 'Igf1': 1.1900222580356354, 'Ppargc1a': 1.1890472196868491, 'Osbpl2': 1.1887010350056333, 'Nrxn1': 1.188489773038441, 'Tigd2': 1.1866555728854742, 'Tm6sf1': 1.1864324649798306, 'Rab11b': 1.1851488656773317, 'Dcakd': 1.183117823160323, '2900092D14Rik': 1.1830001567747959, 'Larp4b': 1.1828946927457746, 'Hcn1': 1.1820498677177738, 'Jakmip1': 1.1816293768945072, 'Wac': 1.1796261668298165, 'Ift122': 1.179460599894372, 'Tsc22d3': 1.1793137506017604, 'Pacs1': 1.1790974757751809, 'Snx2': 1.1785427600315173, 'Atrnl1': 1.178433980146097, 'Ltn1': 1.178166858806733, 'Src': 1.1779075087392554, 'Tet2': 1.1762883965347344, 'Npepps': 1.1741050354008318, 'D10Jhu81e': 1.173995037134154, 'Camta2': 1.173533386778441, 'Slc52a2': 1.1735194974728071, 'Psen2': 1.1731156874755566, 'Slitrk2': 1.1719229343353712, 'Htr7': 1.171747529408093, 'Pde1a': 1.1699873566927794, 'Pgam1': 1.1695552184987648, 'Hiat1': 1.169227322673002, 'Atg4d': 1.1685668260681057, 'Cpne1': 1.1685393602501204, 'Anapc5': 1.1675899373111909, 'Yme1l1': 1.1675686231315012, 'Zfand2b': 1.1674295265829606, 'Gars': 1.166026100665746, 'Pgm2l1': 1.1652913542112802, 'Phf20l1': 1.1625919944601335, 'Slc25a16': 1.1621184215397748, 'Adam19': 1.161700937094353, 'Usp12': 1.161393435282232, 'Med13l': 1.1611623615244375, 'Ubxn2b': 1.1607849534769599, 'Ampd3': 1.1592667188459855, 'Adcy3': 1.1589460612912703, 'Map9': 1.156877580075815, 'Mlec': 1.1565189185260247, 'Mar-05': 1.1565143800667617, 'Zfyve27': 1.1564362652359188, 'Eif4g3': 1.155678162468195, 'Unc45a': 1.1551980697499546, 'Pcdh7': 1.1550907822586776, 'Dcp2': 1.1550857350929256, 'Mttp': 1.1547825750228269, 'Rxra': 1.1546410342020423, 'Mul1': 1.1526723329046744, 'Col9a2': 1.1525720446075562, 'Napb': 1.151846202702596, 'Tmem160': 1.1515007393601229, 'Uggt1': 1.1505270319973246, 'Ttc13': 1.1505098513433898, 'B630005N14Rik': 1.1492366638982732, 'Lynx1': 1.1484328284912082, 'Adam23': 1.1479425253983435, 'Txndc5': 1.147650447975512, 'Rabggtb': 1.1470727866881716, 'Ndufs6': 1.1466117081998146, 'Zkscan1': 1.1458982605962222, 'Zrsr2': 1.145870453357002, 'Ino80e': 1.1458184907432176, 'Hmbox1': 1.1413216427662352, 'Rap2c': 1.1404872900426843, 'Drosha': 1.1402133600747757, 'Slc25a28': 1.140000751223898, 'Ubqln2': 1.139983172396705, 'Chgb': 1.1398324022010584, 'Pik3r3': 1.1392834124823636, 'Cbx6': 1.1387077698746793, 'Ap3s1': 1.1384844419042668, 'Nkrf': 1.1375493021639491, 'Arrb1': 1.1373387462782836, 'Nov': 1.1369461082309007, 'Chm': 1.1334340046682798, '1200014J11Rik': 1.131682219859092, 'Tmem65': 1.131650902891119, 'Glrx5': 1.1286156191508183, 'Dld': 1.128201523282503, 'Ubl4': 1.1268303883897073, 'Sall2': 1.12658058297152, 'Gclm': 1.1254364213295134, 'Uba5': 1.1251165873957627, 'Shprh': 1.12437844927763, 'Rad23b': 1.123639746337144, 'Lats2': 1.1222596699423841, 'Atpaf1': 1.1218130322662392, 'Zfp748': 1.1209932486996486, 'Ece1': 1.1206894777782948, 'Gtf3c6': 1.1190573386620606, 'Ppfibp1': 1.1181287141730971, 'Gnb2': 1.118109420837036, 'Rap1gap2': 1.1173332824486168, 'Zfp445': 1.1137375978857866, 'Snx10': 1.1132866187430868, 'Tmem161b': 1.1129435253504691, 'Usp13': 1.1122331531597636, 'D11Wsu47e': 1.1099228302885749, 'Dennd4a': 1.1095844425513708, 'Plaa': 1.1079094400764986, 'Vwa5b2': 1.107712248568138, 'Prrc1': 1.1072408334329222, 'Iars': 1.10608377249708, 'Lrpprc': 1.1046105827291122, 'Tmem201': 1.1030800304426398, 'Kctd16': 1.1024597309151287, 'Serp2': 1.1023005168947992, 'BC048403': 1.1022625846961185, 'Pcbp1': 1.1013238476867115, 'Stk11': 1.1012553907179703, 'Rchy1': 1.1007261266929984, 'Gabra3': 1.1004667732470323, 'Fbxw8': 1.1003944547349611, 'Tmem9b': 1.1001315157369425, 'Plekhb2': 1.099684344049456, 'Acd': 1.0987180003517465, 'Rasgrf1': 1.0987067595859878, 'Mpp2': 1.0980299937845082, 'Cdkn2d': 1.097220435227011, 'Lrrc49': 1.0969237047281466, 'Gpm6b': 1.0966298362974674, 'Cxxc4': 1.0961269666859033, 'Atp1b3': 1.0952637070879252, 'Ube2q1': 1.0951465027215923, 'Sec24b': 1.0949762295641456, 'Csrnp2': 1.0946240169609256, 'Slc8a1': 1.0934054090045788, 'Mpdz': 1.0929511080704175, 'Lzts3': 1.092643589447768, 'Dmap1': 1.0921219516140297, 'Uqcrb': 1.091830223024642, 'Mpped1': 1.0900747817318654, 'Usp5': 1.0895767577504962, 'Pitpnm3': 1.0893320203403851, 'Tet1': 1.088873615393611, 'Rpl24': 1.0888503164258072, 'Prkx': 1.0882334740327024, 'Rabgap1': 1.087392638980332, 'Stx8': 1.0867182963080615, 'Zfp354c': 1.086581221323871, 'Slc39a3': 1.0830133717614794, 'Ccdc149': 1.0824983482100337, 'Mfsd1': 1.0810120295587908, 'Anapc1': 1.0774227971883872, 'Grm7': 1.076397128859684, 'Cables1': 1.07606531366269, 'Cds1': 1.0758099789383413, 'Srsf2': 1.0757503996065059, 'Kif3c': 1.0750142425127334, 'Ccdc39': 1.0743680430178528, 'Arid1a': 1.0737375956485176, 'Ptprs': 1.0731371668007683, 'Sec14l1': 1.0728506514501517, 'Zfp259': 1.0725615878624044, 'Fbxo6': 1.072358462697718, 'U2af1': 1.07173655873338, 'Kif21b': 1.070176402251226, 'Aloxe3': 1.0697696944429065, 'Cog1': 1.0683763704441331, 'Cdc23': 1.0675235533896656, 'Uhrf2': 1.0665496738794542, 'Rnps1': 1.0643561668925656, 'Psma1': 1.0639775806939549, 'Ccl27a_loc2': 1.0637917018672076, 'Dtx3': 1.0637801853528521, 'Spryd7': 1.062127388559297, 'Hnrnpa3': 1.0621254350218845, 'Cck': 1.0616863116875168, 'Mllt11': 1.0604260786709565, 'Foxk2': 1.0603282103581564, 'Jazf1': 1.0593936755630604, 'Polb': 1.0593848589377777, 'Fam81a': 1.0593232050633279, 'Brd4': 1.0590699695184167, 'Gapvd1': 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0.7796141383436178, 'Fam120a': 0.7790956494480691, 'Nsfl1c': 0.7784255592135547, 'Coil': 0.7783626422753085, 'Tmem121': 0.7782516643168957, 'Alas1': 0.7779041263456614, 'Larp1': 0.7778631758121101, 'Ppp2r2d': 0.7778227576618566, 'Ptges2': 0.7764302324097776, 'Dffa': 0.7758947639796611, '2010012O05Rik': 0.7755889989650601, 'Akap17b': 0.7755234655359216, 'Farp2': 0.7753781927285267, 'Lrrc8a': 0.7746461942533857, 'Cdh22': 0.7741740191244343, 'Zfp128': 0.7739796292095097, 'Urb2': 0.7732357761978269, 'Zfp27': 0.7729138407239053, 'Abcb9': 0.7710484328391027, '1700037H04Rik': 0.7708001061022611, 'Atp6v0b': 0.7705987542277969, 'Bfar': 0.7704927248740694, 'Mark4': 0.7702329857233396, 'Minpp1': 0.769627293637913, 'Tgfbrap1': 0.7693350763353161, 'Cutc': 0.7691946792916845, 'B930041F14Rik': 0.7689032893957409, 'Phactr3': 0.7688345348705042, 'Ppdpf': 0.7685449340903777, 'Prrc2b': 0.7682067497476954, 'Ralbp1': 0.7681119141086161, 'Skida1': 0.7677959116078168, 'Cxx1c': 0.7669935268981272, 'Wdr13': 0.7657643641281177, 'Snx27': 0.7654633838848186, '1810009A15Rik': 0.7638780049053508, 'Map1lc3a': 0.7636386855227645, 'Dusp14': 0.7635853013323021, 'Sfrs18': 0.7631180529733192, 'Atg16l1': 0.7622127317837931, 'Map4': 0.7619301832501325, 'Angptl6': 0.7617996688918028, '5430417L22Rik': 0.7615393592553227, 'Ate1': 0.7613396084824562, 'Bag1': 0.7596614661464681, 'Chd5': 0.7594598219086985, 'Glb1': 0.7576517756807095, 'Sh3bp5l': 0.7574994875961866, 'B3gat1': 0.756280974673322, 'Gpatch2l': 0.7556317377998414, 'Lrp1': 0.7555740131785379, 'Gm9079': 0.7553859229062054, 'Rprml': 0.755147224014294, 'Cfdp1': 0.7544293184265753, 'Atp2b4': 0.7543292266099471, 'Banp': 0.7538759477129928, 'Luc7l2': 0.7538470257022543, 'Ppp2r3c': 0.7535763048688119, 'Ppm1d': 0.7532321682382564, 'Dynll1': 0.7529196555676063, 'Psma6': 0.7526325324899159, 'Tmem179': 0.7522435615021701, 'Tceal1': 0.7519854098501271, 'Hnrnpul2': 0.7517680363572149, 'Adrbk1': 0.7514727805533375, 'Xk': 0.7513220913922996, 'Ppp1cb': 0.7510048825674488, '2410131K14Rik': 0.7506929805397051, 'Leprotl1': 0.7501544223099108, 'Auh': 0.7498442809849967, 'Zswim1': 0.7496895123311378, 'Ubc': 0.7494992114880097, 'Dab2ip': 0.7491324705384231, 'Ufsp1': 0.7490239076350149, 'Fyco1': 0.7485943962873208, 'Pmepa1': 0.7481676390811837, 'Sod2': 0.7481331331820924, 'Tmem161a': 0.7472845640203486, 'Iglon5': 0.7472544621382414, '9530068E07Rik': 0.746948744469495, 'Rap1gap': 0.7466582935202435, 'Limk2': 0.7465537668810281, 'Brsk1': 0.7462872813211779, 'Ppp3ca': 0.745760190237682, 'Map1lc3b': 0.7457022842751126, 'Tmem131': 0.7452915383600525, 'Immt': 0.7438647182733207, '2810011L19Rik': 0.7434334875829536, 'Inf2': 0.7430718749193885, '2510002D24Rik': 0.7429879071295311, 'Camk2a': 0.7427486842959249, 'Rhou': 0.7424207288249219, 'AK129341': 0.7422569429869206, 'Actr3': 0.7421236771946456, 'Wdr18': 0.7417523615388981, 'Mir684-1_loc5': 0.7412553386130128, 'Cirbp': 0.7407296690814313, 'Cnot4': 0.7406259207001257, 'Eml5': 0.740428783571029, 'Gemin4': 0.7397711935211299, 'Wsb2': 0.7394463150758647, 'Sacm1l': 0.7367088026384203, 'Wif1': 0.7353566838736098, 'Bai1': 0.7347756098858296, 'Ssu72': 0.7347681566024504, 'Prpf4': 0.73449231464582, 'Dnal4': 0.7340856179143872, 'Fndc5': 0.7340137463596867, 'Xkr4': 0.7337804559419558, 'Rac3': 0.7337430933953313, 'H2afy2': 0.7324577645476396, 'Flad1': 0.7317693652555959, 'Sorcs1': 0.7315166344903442, 'Zfp707': 0.7312195648152641, 'Ppap2a': 0.7310751368216059, 'Hspa4': 0.7308950922915796, 'Smc6': 0.7304629395347925, 'Ppm1l': 0.7295613258954984, 'Lmo4': 0.7284788563649225, 'Cyb561d2': 0.7284545431930174, 'St7': 0.7280444263515033, 'Gba': 0.7275885876907922, 'Tbc1d17': 0.7273275007882081, 'Tada1': 0.7270187350371892, 'BC048507': 0.7264087678738034, 'Fam177a_loc1': 0.7262813739933726, 'Rab21': 0.7261708274297582, 'Crym': 0.7256778781101578, 'Hsph1': 0.7253157657132047, 'Tspan17': 0.7243679229423297, 'Nfe2l1': 0.7243003704963149, 'Ampd2': 0.7233941896297812, 'Vps53': 0.7228909956298714, 'Nr2c2ap': 0.7226120845767146, 'Sap30l': 0.7222403215523763, 'Mir678': 0.7221943081038641, 'Nell1': 0.7221043358735593, 'Epha10': 0.7213197907662071, 'Zfp629': 0.7199969143072652, 'Dynlrb1': 0.7197952565912753, 'Fam35a': 0.7197108165437873, 'Cdc27': 0.7189682648476343, 'B4galt4': 0.7188627444058749, 'Got2': 0.7177022893756378, 'Twsg1': 0.7175033448964586, 'Rhov': 0.7166386584421749, 'Cyth3': 0.7165782474614909, 'Slc45a1': 0.7164335260326334, 'Ubtf': 0.7163011245749731, 'Tpst1': 0.7152690952266988, 'Zfp180': 0.7151921444343643, 'Strbp': 0.7150937154321175, 'Ccdc82': 0.7149412652882586, 'Dclk2': 0.7143194651490459, 'Crip2': 0.713246418859994, 'Tada2a': 0.7123983538209623, 'Col26a1': 0.7118551812576285, 'Zfp280b': 0.7097304173792649, 'Nt5dc3': 0.7094558567512218, 'Prdm2': 0.7093933456333514, 'Nudt3': 0.7089876040694271, 'Peo1': 0.7082213754770247, 'Unc5a': 0.7080512031170589, 'Ube2r2': 0.7078041640100152, 'Ilf3': 0.7069840230232242, 'Dlg4': 0.7059250978375251, 'Timm44': 0.7057131388461411, 'Sec62': 0.7051162278629183, 'Snrpd1': 0.7043482654124175, 'Sgsm3': 0.7040009411726214, 'C130074G19Rik': 0.7038109189906132, 'Mtss1l': 0.7036589654884065, 'Map3k2': 0.7033374790229614, 'Pnkp': 0.7033152019026061, 'Atp5b': 0.7033092037132691, 'Vhl': 0.7030223666471023, '2410018M08Rik': 0.7027540502616509, 'Efr3b': 0.7024357768626187, 'Capza2': 0.7023653860300874, 'Nsmce4a': 0.7016891193910109, 'Tubb2a-ps2': 0.7009984104579552, 'Gosr2': 0.7007830716696025, 'Itsn2': 0.69970309820016, 'Haus7': 0.6989665740614632, 'Grik2': 0.6973747787254356, 'Lrp3': 0.6966127838239893, 'Fam73b': 0.6965336108854109, 'Pds5a': 0.6962062733558074, 'Ddhd2': 0.6958357045351051, 'Uckl1': 0.6956120945805173, 'Smarcc2': 0.6953231145485271, 'Timm10': 0.6951458314095244, 'Armc9': 0.6951338384245966, 'Zcchc3': 0.6950944828628451, 'Glcci1': 0.6949680272578636, 'Nup43': 0.6947913515566669, 'Lactb': 0.6944273710340249, 'Tceb1': 0.692171311515242, 'Anks1b': 0.6918975627824164, 'Bri3': 0.691822132292423, 'Mdn1': 0.6916354261940161, 'Eme2': 0.6916141030160807, 'Chrm3': 0.6913311016874999, 'Ank': 0.6908669288017475, 'Tmed4': 0.6905719212126981, '5730577I03Rik': 0.6905635383579976, 'Tagap1': 0.6903150954407725, 'Gclc': 0.6900298859643571, 'Ndrg1': 0.6897193385427202, 'Ppp1r2-ps3': 0.6885548128475661, 'Cav2': 0.6883927381291493, 'Fam58b': 0.6883212921839057, 'Nucb1': 0.6877877920185618, 'Cacna1c': 0.6872415901583693, 'Osbp2': 0.6869169766499154, 'Dot1l': 0.6867828288018077, 'Sox1': 0.686659932164913, 'Dok5': 0.6865908595657149, 'Gmeb1': 0.6864954024618193, 'Ndufb9': 0.6849891692952687, 'Sox5': 0.684721444949356, 'Etaa1': 0.6842136579190192, 'Tigd5': 0.6842078373399334, 'Fam110b': 0.6838118246182485, 'Mrto4': 0.6836483659703056, 'Zc3h13': 0.6830874919985804, 'Mettl8': 0.6822159715380194, 'Rc3h2': 0.6815739471738131, 'Rnf14': 0.6814351953771585, 'Sfpq': 0.6811975278206388, 'Mettl13': 0.6807635417380604, 'Gm5512_loc1': 0.6805929599224787, 'Morn4': 0.680071023217998, 'Xpot': 0.6798774301413658, 'Zfp384': 0.6797629386785669, 'Atp13a1': 0.6796408246199301, 'Dctd': 0.6795180678184329, 'Tmem57': 0.6787764426507398, 'Pptc7': 0.6787549520205723, 'Capn10': 0.678649247865365, 'Rpe': 0.6783615522223122, 'Mrps16': 0.6781213888361579, 'Abcd2': 0.6765098163140197, 'Ptprt': 0.6751292998502884, 'Dlx1': 0.6748570651315464, 'Gstz1': 0.6747985866628892, 'Cxxc5': 0.6746973353423185, 'Cep170': 0.6745565050246892, 'Stxbp5': 0.6733950520451295, 'Plxna2': 0.6728447913956674, 'Homer1': 0.6724970473032033, 'Ap3d1': 0.6717861408922693, 'Ilkap': 0.6714565573946341, 'Bpnt1': 0.6710557918526697, 'Rbmx2': 0.67087444275338, 'Smim19': 0.6707905676857642, 'L2hgdh': 0.6706949527139341, 'Rwdd2a': 0.6706872931314453, 'Kcna4': 0.670174012386731, 'Ergic2': 0.6701540138415312, 'Kctd9': 0.6700173639594718, 'Phf23': 0.6693721115482223, 'Btbd9': 0.6690413169934506, 'Nim1': 0.6682308455624337, 'C230081A13Rik': 0.6677498949872038, 'Lsmd1': 0.667406804735587, 'Fgfr1': 0.6666582283218936, 'Poli': 0.6665344606214608, 'Ankrd34b': 0.6658618243921065, 'Ago2': 0.665541806426485, 'AI837181': 0.6654676258371404, 'Usp48': 0.6646128849375542, 'Prrc2a': 0.6645070839603298, 'Tmem151b': 0.6643076658731215, 'Meis3': 0.6642451612183989, 'Ngly1': 0.6640040910888393, 'Synpo': 0.6635032921699475, 'Zfp358': 0.662819388203042, 'Samd14': 0.6623698886365671, 'Arl4a': 0.6621595540303089, 'Med22': 0.6620762421806032, '9430083A17Rik': 0.6618749576980085, 'Cwc15': 0.6616488541239807, 'Ddx50': 0.6616109331139737, 'Taf2': 0.6610411401271641, 'Synj2bp': 0.6607536816317043, 'Sh2b1': 0.6606127849383816, 'Tubg2': 0.6601807097450684, 'Slc4a1ap': 0.6600621378822243, 'Adcy5': 0.6599328901012036, 'Enc1': 0.659766770215791, 'Glt8d2': 0.6596021840435655, 'Gsr': 0.6589537661322693, 'Appbp2': 0.6587324230665439, 'Mapkbp1': 0.6585276814207732, 'Mast4': 0.6584531171097913, 'St8sia1': 0.6580220613114397, 'Trim28': 0.6578957060826008, 'Lmo3': 0.6570295322580361, 'Pgm2': 0.6568490123044668, 'Prdm8': 0.6564942025715014, 'Akirin2': 0.6560733801706312, 'Ankhd1': 0.6555901263233929, 'Ubtd2': 0.6554429089647573, 'Grb10': 0.6552882611195842, 'Zmat2': 0.6546099223398371, 'Fbxw7': 0.6537877981522142, 'Fem1a': 0.6536536594706874, 'Haghl': 0.6534682061515465, 'Uhrf1bp1l': 0.6534142398349421, 'Sgcb': 0.6533332748516104, 'Mettl17': 0.6529171398239371, 'Eif1': 0.6521680323352455, 'Rpl12': 0.6520637546561949, 'Tbcd': 0.6517778736927453, 'H1f0': 0.6514334882369417, 'Ncam2': 0.6513238252183482, 'Ccbl1': 0.6504668748982193, 'Zfp697': 0.6501897808254448, 'Zfp397': 0.6496339923177922, 'Plxnd1': 0.6489029664139166, 'Foxred2': 0.6485290425922934, 'Mrps2': 0.6475666058243261, 'Mpv17l': 0.6474477291571186, 'Kpna3': 0.6471826519473348, 'Rbm34': 0.6466321342673904, 'Pde7a': 0.6465423260511528, 'Iars2': 0.6458621754856182, 'Fam53c': 0.6452668826903407, 'Rrm2b': 0.6448999682782011, 'Cdh12': 0.6448536544341902, 'Ppp5c': 0.6440401162001003, 'Dlgap3': 0.6438210619588633, 'Tubgcp5': 0.6432215140002875, 'Hagh': 0.6429604311966752, 'Cnnm1': 0.6425019892601567, 'Syp': 0.6422934274930966, 'Dek': 0.6422743164738011, 'Nr4a2': 0.6416353229117018, 'Zfp874a': 0.6415612288823711, 'Cnot7': 0.6409082037125561, 'Epha4': 0.6405876157310125, 'Arhgef40': 0.640465866656249, 'Txnrd2': 0.6404451946155735, 'Skp1a': 0.640280452128089, '2410127L17Rik': 0.6402788245685507, 'Prmt2': 0.6395387561190057, '2210016L21Rik': 0.6371793025040093, 'Gtl3': 0.636654661667888, 'Ccdc92': 0.6363231597782584, 'Adamtsl1': 0.6356785578656978, 'Kidins220': 0.6355232353902478, 'Psma4': 0.6352669188376754, 'Lmtk2': 0.6346410090093886, 'Krr1': 0.6324983554542657, 'Nom1': 0.6324844046635909, 'Caly': 0.6319489250351698, 'Rps6': 0.631525124367531, 'Fhl1': 0.6293762530353404, 'Spryd3': 0.6290012844351739, 'Rnf24': 0.6288710890376416, 'Fbxl20': 0.6285175650305117, 'Jakmip2': 0.6280187102924641, 'Gm6548': 0.6280018618229626, 'Caskin1': 0.6279391156615577, 'Runx1t1': 0.6276986387028648, 'Msantd2': 0.6272238145698288, 'Nfx1': 0.626304909269549, 'Lancl1': 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0.6170054548821251, 'Eef1e1': 0.6163124379122665, 'Tcerg1l': 0.6160864468996046, 'Ccdc136': 0.6160276169151382, 'AU041133': 0.6151581005975416, 'Smarcd3': 0.6150788688546357, 'Pafah1b3': 0.6149014756208727, 'Mxi1': 0.6142722868661812, 'Ube2a': 0.6142514272008073, 'BC017158': 0.6142242424634169, 'Prnp': 0.6139894808621149, 'Lxn': 0.6139502006382368, 'Jmy': 0.6126584422872231, 'Ube2f': 0.6122451850448671, 'Mbtps2': 0.6120471770277676, 'Ap2a1': 0.6120228125458291, 'Dennd1a': 0.6119321527702593, 'Pgpep1': 0.6117528040898781, 'Poldip2': 0.6108670706330211, 'Hectd2': 0.6108297089220156, 'Smg9': 0.6107071345336823, 'Rtn4r': 0.6105154055803172, 'Tmem164': 0.6104294758609001, 'Mysm1': 0.6104198301395214, 'Slc24a3': 0.6102508988776745, 'Fzr1': 0.6101141140324542, 'Mettl22': 0.6100057925587461, 'Itm2b': 0.6097423228363223, 'Spin1': 0.6096191049256114, 'Rpl8': 0.6092396128979267, '9430021M05Rik': 0.6091850613310009, 'Zfp609': 0.608468723889848, 'Plch2': 0.6084218868994116, 'Ehd3': 0.6079792807203251, 'Lzts2': 0.6076124941906893, 'Slc9a9': 0.6074012855587514, 'Coprs': 0.6072850992024342, 'B3galt2': 0.607275711922021, 'Zfp71-rs1': 0.6069679684414631, 'Grlf1': 0.6068585953532522, 'E130008D07Rik': 0.6064652642540193, 'Sstr3': 0.6062298732914831, 'Npnt': 0.6061853331510494, 'Bnip3l': 0.6061841894275809, 'Capn2': 0.6060385349525621, 'Fdx1': 0.6039830562280339, 'Trmt1l': 0.6035881912353558, 'Chst10': 0.6035197949057647, 'Fntb': 0.6034170622052866, 'Diras2': 0.6029444353806285, '4933427D14Rik': 0.6020511323857367, 'Fra10ac1': 0.6018577467224108, 'Mblac1': 0.6018114162900952, 'Tpbg': 0.6016744870198225, 'Pik3r4': 0.6012271577775852, 'Mob3b': 0.6012028519632793, 'Pcdhac2': 0.601101025856709, 'Kcnab1': 0.6003552086567034, 'Slc39a7': 0.5999127433787458, 'Os9': 0.5995393838291337, 'Aurkaip1': 0.5985184271532229, 'Trove2': 0.5984513108547377, 'Ift80': 0.5980880560626083, 'Rpl18a': 0.5980839446055903, 'Uba2': 0.5974240788868617, 'Net1': 0.5972907762446411, 'Dgkq': 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'C030006K11Rik': 0.5760660680809275, 'Armc8': 0.5760153081600452, 'Ermard': 0.5757450340518888, 'Cct3': 0.5748196942003956, 'Suclg1': 0.5745992352219538, 'Ttc19': 0.5745431764908588, 'Ccdc22': 0.573966222963545, 'Chrm1': 0.5739209839927237, 'Grk6': 0.5727633438332671, 'Npr3': 0.5721853969303714, 'Lrba': 0.5719678460113943, 'Abhd12': 0.5717646981855343, 'Amd2': 0.5717286883172027, 'Galnt14': 0.5713948847862231, 'Metap1': 0.5713174156996385, '2410004B18Rik': 0.5710637374321191, 'Man1a2': 0.5706460976113312, 'Srsf9': 0.5705780195429617, 'Ndufb4': 0.5701253581821573, 'Nr1d2': 0.5699455975159263, 'Car14': 0.5698546824496536, 'Phf1': 0.5698302346569684, 'Mir684-1_loc6': 0.5698007944431429, 'Elavl3': 0.5695310285566539, 'Nell2': 0.5689730198547999, 'Samm50': 0.5687088834663938, 'Adra1b': 0.5680257676875172, 'Ndufs2': 0.5678174365136409, 'Kat6b': 0.5673668430611288, 'Pcif1': 0.5672220234366125, 'Hsd17b4': 0.5667848868508136, 'Mar-04': 0.5666839943805975, 'Rnf167': 0.5663894965204284, 'Lrrc28': 0.5658635673474509, 'Mlycd': 0.5652228338609275, 'Alk': 0.5648550709401944, 'Pcmtd1': 0.5645817441166382, 'Kat8': 0.5635824416093822, 'Ptp4a1': 0.5631214333558442, 'Prune2': 0.5630956320632021, 'Ttpal': 0.5625937321511268, 'Tbl1xr1': 0.5617287810483133, 'Aplp1': 0.5615883358717326, 'Hnrnpl': 0.5614989432369164, 'Crat': 0.5614970980920899, 'Cog6': 0.5609202279131876, '2310003H01Rik': 0.5608106602580165, 'Fnip2': 0.5604294510250961, 'Kcnj11': 0.5598648972543167, 'Armcx3': 0.5592796638931248, 'Ggps1': 0.5591284263230145, 'Mpped2': 0.5591111254813308, 'Cacnb3': 0.5591023612425396, 'Ptpra': 0.5579978123318521, 'D630045J12Rik': 0.5576211959418974, 'Clip1': 0.5571627243732615, 'Icmt': 0.55709663146341, 'Plk1s1': 0.5561588361857457, 'Chchd7': 0.5560441090284326, 'Mafg': 0.5552000526418979, 'Elof1': 0.5550601450745328, 'Bcar1': 0.5550373799192242, 'Kcnv1': 0.5548801528341212, 'Ddx1': 0.5547009872896128, 'Higd2a': 0.5545020195460585, 'Gtf3c2': 0.5543550110978639, 'Syt7': 0.5541305163138854, 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0.5456171782983992, 'Cntn4': 0.545554753675866, 'Fbxw5': 0.5449935008870913, 'Ncald': 0.5445854537936611, 'Dhx36': 0.544570746958893, 'Celf5': 0.5444381449158954, 'Slc6a6': 0.5444283398940271, 'Inpp5b': 0.5440055586865206, 'Atp5c1': 0.5434629520477458, 'Osgin2': 0.5433238228567191, 'Pnrc1': 0.5433035396038788, 'Vps37c': 0.5431532167342934, 'Zfp654': 0.5430029111644871, 'Gm5801_loc2': 0.5421734917450383, 'A830010M20Rik': 0.5421506403303352, 'Tenm4': 0.5418743765772943, 'Trim27': 0.5415775061126388, 'Amacr': 0.541572905879421, 'Golm1': 0.5411911614539207, 'Polr1a': 0.5406851148594232, 'Mocs3': 0.5405245991442742, 'Siah1a': 0.5391782796817636, 'Leng9': 0.5388913635961526, 'Hint1': 0.5388252100703355, 'Tsr1': 0.5386885133091573, 'Stub1': 0.5384788731382891, 'Stt3b': 0.5383416429849627, 'Myh10': 0.537883200417391, 'Pnpla6': 0.5378052757011453, 'Map2k1': 0.5375640618013631, 'Cdh10': 0.537034729540327, 'Tmed10': 0.5365589459859148, 'Katnb1': 0.5363054709918615, 'Gpcpd1': 0.5352703281887884, 'Ncoa3': 0.5348443216182038, 'Fabp3': 0.534798136639916, 'Rpl21': 0.5343047295277215, 'Ppfia2': 0.5340621419628873, 'Unc80': 0.5339334346511244, 'Tubb5': 0.5338505251715728, 'Anapc10': 0.5334037170418118, 'Vdac1': 0.5332969427255363, 'Fam189a1': 0.5331582132035637, '2300009A05Rik': 0.5325564265293751, 'Orc6': 0.5323392981730741, 'Nr2c2': 0.5319747160399092, 'Mecr': 0.5318902643272636, 'Ablim3': 0.5318508811180374, 'Ddx39': 0.5318081864316986, 'Tiam1': 0.5312910411880504, 'Nelfa': 0.5301768773544807, 'Pitpnm1': 0.5298489900722747, 'Mapk6': 0.529505685588736, 'Kdm4b': 0.5294195796908907, 'Mrpl50': 0.5288209226420849, 'Ets2': 0.5286207327730877, 'Gabra4': 0.5284804283089729, 'Gm9855': 0.5281148852253189, 'Cul1': 0.528051899907207, 'Golph3l': 0.5279613073384917, 'Fuom': 0.5276734140761469, 'Ccdc107': 0.5269012511666721, 'Anapc11': 0.5266180484589706, 'Dlx5': 0.5265589454412363, 'Adamts15': 0.5264315980401104, 'Pnpla3': 0.5263306128095717, 'Ggact': 0.5262733821972861, 'Adck2': 0.5237769283035236, 'Ccdc6': 0.5236898623191951, 'Hs2st1': 0.5236259349470688, 'Ngef': 0.5235490510369092, 'Ppp3cb': 0.5233255028921128, 'Nefl': 0.5230539163505903, 'Dgkh': 0.5228732975996144, 'Tacc1': 0.5220790229328305, 'Rasl2-9': 0.5217200030036947, 'Nfix': 0.5214794076232023, 'Camkk2': 0.5211634036024094, 'Mapre3': 0.5211367111894909, 'Adcy1': 0.5210751101494324, 'Cyb561d1': 0.5204131348135763, 'Mllt4': 0.5202526243705328, 'Stk16': 0.5201756896361786, 'Stac2': 0.520133947827292, 'Ap2a2': 0.5199893141031646, 'Cntnap1': 0.519904550138326, 'Sln': 0.5193228328207308, 'Sarm1': 0.5192350939513842, 'Dcun1d4': 0.5190512923444162, 'Smarcb1': 0.5188268673079661, '2900026A02Rik': 0.5185899003948977, 'Lysmd4': 0.518453504195163, 'Trpc6': 0.5180478617235853, 'Srxn1': 0.5176068405449133, 'Zyx': 0.517497660431085, 'Brinp1': 0.51747991882767, 'Gm14325': 0.5170477781134016, 'Rin1': 0.5170006287644728, 'Atp5h': 0.5165039991887888, 'Psenen': 0.5162720142180068, 'Agrn': 0.5162233636553186, 'Galc': 0.5159166412522191, 'Pcdh18': 0.5158835211012675, 'Unc13b': 0.5153557242340978, 'Taok1': 0.5153327038164577, 'Gpr39': 0.5152448177421862, 'Nop58': 0.515001670190584, 'Cryz': 0.5146739362695201, 'Racgap1': 0.5141025071462555, 'Tceal3': 0.5140021670312755, 'Doc2a': 0.5139611006760479, 'Selm': 0.5137078066109513, 'Zbtb14': 0.5134745989751177, 'Zfp260': 0.5133654931478375, 'Ndufs3': 0.5132082127788066, 'L3mbtl2': 0.5130577773612571, 'Cyba': 0.5119448545188632, 'Dlgap4': 0.5115124223318864, 'Scrg1': 0.5110273629718087, 'Cbr2': 0.5108240174077414, 'Kdm5c': 0.510689676479859, 'Gbf1': 0.5105257233426712, 'Atxn1l': 0.5098911912468816, 'Rad21': 0.5098462004918266, 'Gpr153': 0.5094475083245077, '1110001J03Rik': 0.5090333159365029, 'Bckdhb': 0.5087651830893841, 'Vcp': 0.5083362356445993, 'Ankrd46': 0.5082089670728019, 'Bms1': 0.5081432753257131, 'E2f3': 0.5075582974373065, 'Cox5a': 0.5073188447518505, 'Sf3b2': 0.5070501867320056, 'Eml2': 0.5069632085997439, 'Arl14ep': 0.5067928929358083, 'Rbm6': 0.5067197660360299, 'Taf5l': 0.5067114186247855, 'Me3': 0.5066471571403752, 'Faah': 0.5064155935892665, 'Ermp1': 0.5061525866480376, 'Eif6': 0.5059134838670265, 'Mfsd5': 0.5057844201160993, 'Kcnab2': 0.5055497361555098, 'Fbxl2': 0.5051565176984895, 'Mrpl3': 0.5051456664198588, '2610005L07Rik': 0.5046507046348723, 'Rbm22': 0.5043944963346403, 'Hsf2': 0.5042876453647402, 'Msl3': 0.5041199513561382, 'Qrsl1': 0.5038904464455587, 'Zfp931': 0.5038342143271377, 'Clasp2': 0.5035451776956896, 'Slc9a4': 0.5034522500105634, 'Tmem184b': 0.5022464992893669, 'Acsl3': 0.5019504619343724, 'Tenm1': 0.5018340751170425, 'Pik3r1': 0.5014730067856101, 'Cdkl1': 0.5012683735282312, 'Cbfa2t2': 0.5011917655340035, 'Scg3': 0.5011090394929856, 'Slc39a6': 0.5000255845659892, 'Hspd1': 0.4998636923978202, 'Clmp': 0.4996642248195509, 'Coq10a': 0.4984211311112967, 'Bcl11b': 0.4982577453259697, 'Apba2': 0.4981033083419791, 'Srgap2': 0.4978501544270773, 'Pdcd2': 0.4978368469590705, 'Sstr2': 0.4977114019914305, 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0.4785645549104615, 'Ppp2r5b': 0.478287077569357, 'Rab1b': 0.4782607980912365, 'Khnyn': 0.4780216954661316, 'Rgs20': 0.477936786527209, 'Rnf25': 0.4773961477390266, 'Nova2': 0.4769282786705924, 'Gucd1': 0.4764900534454879, 'Gm6710_loc2': 0.4764789826459152, 'Lins': 0.4762001932401601, 'Gm10649': 0.4761496010062374, 'Fsd1': 0.4761427202140227, 'Rgs2': 0.4757803297631586, 'Slx4ip': 0.4755246724479281, 'Bsdc1': 0.4754978170674483, 'Nipal2': 0.4753362049227683, 'Zfp639': 0.4750795709536199, 'Acox1': 0.4748369766826041, 'Ctnnbip1': 0.4748092072953157, 'Tnks2': 0.4744581960642249, 'Itpka': 0.4743492206985454, 'Nsmce2': 0.4741816274842839, 'Vac14': 0.474177631389171, 'Sf1': 0.4740712916585642, 'Tmem165': 0.47364682319148205, 'Map7d2': 0.4734974964720551, 'Fam76a': 0.4734234290290137, 'Fbxo3': 0.4732659318894997, 'Snhg10': 0.4732531175639808, 'Papola': 0.47257029989158206, 'Cbx3': 0.4725310853548316, 'Coa3': 0.4722892827849451, 'Exosc3': 0.4722697221972458, 'Naa15': 0.4721477161992113, 'Ythdc2': 0.4719524476422556, 'Cby1': 0.4718314099015022, 'Dars': 0.4716079524227634, 'Smc5': 0.4715979975195692, 'Edf1': 0.4713331033476647, 'Arhgap39': 0.4710026336397358, 'Urod': 0.4707505615811659, 'Slmap': 0.470645654816421, 'Sirpa': 0.4706340002308106, 'Fsd1l': 0.4706161263385187, 'Atad1': 0.4704973763211746, 'Jak2': 0.4704378944462282, 'Stx4a': 0.4701839526595644, 'Megf9': 0.4701382320599141, 'Pex14': 0.4700615847983593, 'Rab23': 0.4696731985780386, 'Apex1': 0.4695864771838294, 'Eif3b': 0.469101073709181, 'Golt1b': 0.469009685606069, 'Ipo9': 0.4689327247285925, 'Abcb10': 0.4686468831392697, 'Pcsk1n': 0.4685279931848719, 'Nav2': 0.4682675068126618, 'Rgag4': 0.4681591004076295, 'Rmnd5b': 0.4680212341592703, '0610012G03Rik': 0.4679974726788937, 'Pisd': 0.4679935990118666, 'Capn7': 0.4679669989057046, 'Ptprj': 0.4679217619898134, 'Fmnl1': 0.4679126965742734, 'Frmpd3': 0.4678555150408569, 'Khdrbs1': 0.4678324869866967, 'Tbc1d7': 0.4672526874145912, 'Eapp': 0.4669946575992191, 'Lphn3': 0.4667430128792224, 'Atp10b': 0.466460788252283, 'Egfl6': 0.4664495673710562, 'Rbbp6': 0.4662184762087109, 'Rpl28': 0.4658689617499151, 'Ttll1': 0.465622562347148, 'Spcs2': 0.4649867690323731, 'Rpsa': 0.4646790951026208, 'Nt5c2': 0.4645794521264386, '5730522E02Rik': 0.4643130158428854, 'Rbck1': 0.4639286040939958, 'E2f4': 0.4634740697190048, 'Pnp2': 0.463053597705151, 'Urb1': 0.4629274750387614, 'R3hdm2': 0.4626518158565857, 'Acvr2b': 0.462154214638864, 'Pfn1': 0.4620378622528861, 'Plekha8': 0.4617179641562055, 'Synpr': 0.4616939191284985, 'Rpusd3': 0.4616231014607584, 'Pde6d': 0.4612837673912588, 'Zfp622': 0.46087913682116904, 'Rwdd3': 0.4607147863659815, 'Dnttip1': 0.4605325684219476, 'Nck1': 0.460480656661945, 'Sema6b': 0.460391135134632, 'Pigx': 0.4603865780263888, '3632451O06Rik': 0.460245248159524, 'Ntpcr': 0.4595825848193016, 'Rbm45': 0.4595699468341787, 'Exoc5': 0.4595336242580434, 'Pds5b': 0.4589693134822692, 'Aptx': 0.4586733571496446, 'Sp3': 0.4585161733720731, 'Sgcz': 0.4578659929398967, 'Tmem183a': 0.4576662776492696, 'Arnt2': 1.0}>, transcription_factor='Arnt2', context=frozenset({'weight>75.0%', 'activating'}), score=0.0)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "modules[30]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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